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date
stringdate
2024-01-01 00:00:00
2024-12-30 00:00:00
disco
stringclasses
10 values
substation_id
stringclasses
23 values
peak_hour
int64
18
21
peak_mw
float64
17.7
329
day_type
stringclasses
2 values
temp_c
float64
18
42
2024-02-19
Port Harcourt
PHC-SS-001
19
73.26
weekday
32.6
2024-11-01
Port Harcourt
PHC-SS-002
20
44.615
weekday
27.2
2024-10-01
Abuja
ABJ-SS-003
20
118.644
weekday
23.8
2024-09-26
Eko
EKO-SS-002
19
277.948
weekday
26.7
2024-09-02
Abuja
ABJ-SS-003
18
35.307
weekday
31.8
2024-08-03
Port Harcourt
PHC-SS-001
18
29.784
weekend
30.7
2024-04-20
Port Harcourt
PHC-SS-001
19
53.858
weekend
21
2024-02-02
Benin
BEN-SS-002
18
182.765
weekday
36.4
2024-12-02
Kaduna
KAD-SS-002
19
173.397
weekday
27.1
2024-01-10
Enugu
ENG-SS-002
19
91.066
weekday
32.7
2024-10-03
Kano
KNO-SS-002
21
66.508
weekday
30.1
2024-10-30
Port Harcourt
PHC-SS-001
21
209.54
weekday
32.9
2024-05-12
Enugu
ENG-SS-001
18
24.882
weekend
32.4
2024-08-06
Ibadan
IBD-SS-002
21
25.052
weekday
24.2
2024-12-03
Port Harcourt
PHC-SS-002
21
61.738
weekday
21.8
2024-12-19
Port Harcourt
PHC-SS-001
19
59.401
weekday
27.3
2024-06-22
Ikeja
IKJ-SS-002
18
55.865
weekend
28.3
2024-01-11
Ibadan
IBD-SS-001
19
191.743
weekday
28.7
2024-05-03
Eko
EKO-SS-001
19
44.836
weekday
30.4
2024-12-27
Abuja
ABJ-SS-002
19
30.066
weekday
29.3
2024-01-19
Eko
EKO-SS-002
18
196.746
weekday
31.3
2024-05-21
Benin
BEN-SS-002
21
200.027
weekday
30.3
2024-04-01
Jos
JOS-SS-002
20
213.721
weekday
31.4
2024-05-23
Eko
EKO-SS-002
18
176.209
weekday
28.2
2024-05-23
Abuja
ABJ-SS-003
19
174.162
weekday
33.1
2024-10-23
Ibadan
IBD-SS-003
20
127.765
weekday
32.4
2024-06-11
Kaduna
KAD-SS-002
18
48.758
weekday
29.2
2024-06-20
Kano
KNO-SS-002
19
69
weekday
27.3
2024-07-13
Benin
BEN-SS-002
19
170.723
weekend
31.6
2024-12-13
Eko
EKO-SS-001
19
192.996
weekday
30.4
2024-11-24
Ikeja
IKJ-SS-001
18
182.534
weekend
35.9
2024-05-20
Abuja
ABJ-SS-001
19
240.209
weekday
33.5
2024-08-18
Ikeja
IKJ-SS-003
20
102.242
weekend
35.2
2024-10-24
Abuja
ABJ-SS-001
18
270.85
weekday
31.3
2024-12-28
Kaduna
KAD-SS-002
19
174.664
weekend
31
2024-05-08
Eko
EKO-SS-002
19
226.266
weekday
34.5
2024-05-29
Ikeja
IKJ-SS-001
18
113.658
weekday
25.4
2024-11-08
Jos
JOS-SS-001
20
238.431
weekday
29.3
2024-05-29
Kaduna
KAD-SS-002
18
174.3
weekday
30.8
2024-04-06
Ibadan
IBD-SS-001
19
120.951
weekend
30.1
2024-11-12
Abuja
ABJ-SS-002
19
218.681
weekday
28.6
2024-09-23
Abuja
ABJ-SS-001
18
104.485
weekday
26.3
2024-02-13
Ibadan
IBD-SS-003
20
82.829
weekday
32
2024-03-10
Eko
EKO-SS-002
20
175.493
weekend
28.1
2024-12-02
Enugu
ENG-SS-002
18
176.85
weekday
27.7
2024-04-29
Enugu
ENG-SS-001
19
34.132
weekday
31.9
2024-03-24
Port Harcourt
PHC-SS-002
18
151.254
weekend
28.2
2024-03-15
Abuja
ABJ-SS-001
19
120.255
weekday
32.3
2024-06-30
Kaduna
KAD-SS-001
20
185.422
weekend
27.6
2024-02-02
Kano
KNO-SS-002
19
103.77
weekday
28.8
2024-03-18
Eko
EKO-SS-002
19
199.269
weekday
26.3
2024-04-17
Ibadan
IBD-SS-003
19
45.076
weekday
30.8
2024-07-01
Ikeja
IKJ-SS-002
19
190.376
weekday
29
2024-11-06
Eko
EKO-SS-001
20
90.39
weekday
42
2024-09-05
Kaduna
KAD-SS-002
19
253.768
weekday
34.4
2024-10-07
Abuja
ABJ-SS-003
18
105.656
weekday
35.7
2024-06-30
Ibadan
IBD-SS-003
21
22.681
weekend
24.7
2024-07-14
Jos
JOS-SS-002
19
133.39
weekend
32.3
2024-09-21
Ibadan
IBD-SS-001
19
232.673
weekend
24.5
2024-08-08
Ikeja
IKJ-SS-001
18
286.022
weekday
25.3
2024-10-26
Ibadan
IBD-SS-001
21
85.442
weekend
33.8
2024-04-29
Benin
BEN-SS-001
21
66.634
weekday
36.6
2024-07-17
Kano
KNO-SS-002
19
209.174
weekday
28.7
2024-02-02
Eko
EKO-SS-001
21
246.692
weekday
32.7
2024-06-14
Jos
JOS-SS-002
19
110.746
weekday
36.6
2024-11-10
Eko
EKO-SS-002
21
83.37
weekend
25.9
2024-06-17
Kano
KNO-SS-002
19
123.409
weekday
36.2
2024-11-15
Benin
BEN-SS-001
20
80.366
weekday
31.1
2024-09-26
Benin
BEN-SS-001
20
196.3
weekday
25.2
2024-11-27
Benin
BEN-SS-002
19
95.481
weekday
31.4
2024-02-15
Ikeja
IKJ-SS-003
18
211.333
weekday
33.3
2024-01-03
Abuja
ABJ-SS-001
19
274.149
weekday
29.8
2024-03-21
Abuja
ABJ-SS-003
18
109.516
weekday
26.3
2024-11-13
Benin
BEN-SS-002
19
256.355
weekday
26.3
2024-12-20
Benin
BEN-SS-002
18
52.263
weekday
32.3
2024-08-14
Enugu
ENG-SS-001
20
253.275
weekday
24.4
2024-04-27
Ibadan
IBD-SS-003
20
28.358
weekend
32.9
2024-10-29
Abuja
ABJ-SS-002
21
70.136
weekday
29.6
2024-05-12
Abuja
ABJ-SS-001
19
198.382
weekend
36
2024-04-09
Eko
EKO-SS-002
19
225.577
weekday
27.3
2024-05-23
Port Harcourt
PHC-SS-002
19
112.1
weekday
29.5
2024-02-14
Port Harcourt
PHC-SS-001
20
148.037
weekday
32
2024-07-05
Enugu
ENG-SS-001
19
61.307
weekday
36
2024-04-15
Jos
JOS-SS-002
21
65.566
weekday
23.8
2024-11-17
Ibadan
IBD-SS-002
21
187.011
weekend
28.7
2024-06-03
Abuja
ABJ-SS-001
20
39.31
weekday
42
2024-03-15
Ibadan
IBD-SS-003
18
182.817
weekday
28.1
2024-04-13
Ikeja
IKJ-SS-002
19
81.541
weekend
33.3
2024-05-18
Benin
BEN-SS-002
21
47.548
weekend
23.9
2024-08-27
Benin
BEN-SS-001
18
158.312
weekday
24.8
2024-06-24
Port Harcourt
PHC-SS-002
20
251.688
weekday
29.3
2024-04-27
Kaduna
KAD-SS-001
19
109.55
weekend
24.9
2024-10-03
Benin
BEN-SS-002
19
32.31
weekday
31.7
2024-06-13
Benin
BEN-SS-002
18
39.144
weekday
29.4
2024-01-29
Port Harcourt
PHC-SS-002
21
220.876
weekday
29.4
2024-10-06
Abuja
ABJ-SS-001
19
109.125
weekend
26.1
2024-08-16
Benin
BEN-SS-001
18
32.035
weekday
33.2
2024-01-23
Jos
JOS-SS-001
19
38.767
weekday
29.4
2024-08-29
Enugu
ENG-SS-002
19
53.725
weekday
32.9
2024-10-18
Enugu
ENG-SS-002
18
125.519
weekday
30.2
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Peak Demand

Daily substation peak demand by hour with weekday/weekend and temperature effects.

- **[category]** Smart Meters & Consumption
- **[rows]** ~100,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | date | object | | disco | object | | substation_id | object | | peak_hour | int64 | | peak_mw | float64 | | day_type | object | | temp_c | float64 |

## Usage

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

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_peak_demand')
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_peak_demand