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timestamp
stringdate
2024-01-01 00:03:15
2024-12-30 23:55:01
region
stringclasses
6 values
product
stringclasses
2 values
price_ngn_mwh
float64
11.1k
79.3k
volume_mwh
float64
1
310
bid_count
int64
1
79
offer_count
int64
1
92
cleared
bool
2 classes
2024-09-06 20:50:46
South East
energy
66,267.54
80.43
30
20
true
2024-10-02 23:40:47
North West
energy
55,833.42
119.78
51
43
true
2024-01-08 14:21:02
South East
energy
58,999.9
119.63
20
47
true
2024-02-12 03:56:53
North East
energy
50,865.76
189.03
34
49
true
2024-09-07 16:51:23
South West
reserve
20,519.37
58.86
29
30
false
2024-08-19 10:05:30
North East
energy
56,898.32
101.78
27
24
true
2024-11-24 02:05:04
South South
reserve
16,190.82
6.15
40
46
true
2024-03-12 17:14:54
North West
energy
61,000.43
139.8
47
42
false
2024-05-26 12:13:17
South South
energy
56,351.01
177.64
22
59
true
2024-11-09 06:01:29
South South
reserve
19,020.01
1
29
14
true
2024-12-05 23:36:40
South South
energy
62,194.04
143.44
24
41
true
2024-10-19 03:23:32
South South
energy
48,717.15
106.91
33
33
true
2024-03-11 09:05:02
South South
energy
60,720.3
143.49
39
17
true
2024-03-31 03:39:26
North Central
reserve
16,100.11
52.44
39
8
true
2024-07-03 01:42:56
South East
energy
47,642.6
120.81
45
42
true
2024-02-28 02:52:54
South West
energy
51,247.2
136.16
43
50
true
2024-09-27 03:57:41
North East
energy
48,325.52
129.59
27
53
true
2024-06-26 08:54:23
North East
energy
53,801.65
133.65
9
18
true
2024-02-14 02:42:02
North West
energy
44,925.31
103.91
35
35
true
2024-10-11 13:49:08
South West
energy
58,628.36
159.73
29
32
false
2024-06-26 13:16:01
South South
energy
56,944.73
53.97
43
55
true
2024-08-20 15:19:13
North West
energy
58,094.98
103.75
18
57
true
2024-02-08 19:26:31
South East
energy
67,135.98
96.39
46
51
true
2024-04-06 15:49:36
North West
energy
55,989
108.07
43
49
false
2024-01-25 22:26:49
South South
reserve
21,304.57
52.88
44
32
true
2024-02-08 04:51:46
South South
energy
51,101.38
66.49
32
44
true
2024-05-09 20:50:41
South West
energy
63,108.42
101.06
27
47
true
2024-06-29 11:58:11
South West
energy
59,399.6
132.65
35
32
true
2024-09-18 08:04:37
North West
energy
56,976.86
140.79
29
27
true
2024-09-22 07:12:23
South East
energy
53,262.99
27.08
21
52
false
2024-03-31 02:49:07
South East
energy
54,254.4
98.29
37
62
true
2024-05-26 19:12:11
South East
energy
65,737.61
203.67
41
36
true
2024-04-16 23:11:43
North Central
energy
46,682.85
136.19
37
27
true
2024-02-05 17:28:47
South South
reserve
19,062.42
49.09
23
31
true
2024-11-18 19:46:00
North East
energy
60,811.85
82.53
25
45
true
2024-07-01 15:15:45
South East
energy
58,287.85
97.69
38
51
true
2024-11-06 11:26:32
North West
energy
56,918.55
64.5
30
39
true
2024-02-23 18:59:57
South East
energy
65,527.21
98.82
17
49
true
2024-08-01 15:09:51
North East
energy
54,344.32
143.52
37
28
false
2024-10-31 10:54:31
South East
energy
60,968.44
102.27
28
17
true
2024-06-19 03:41:20
North Central
energy
52,387.51
67.59
61
32
true
2024-06-30 14:43:37
North East
energy
58,914.45
75.58
16
44
false
2024-06-20 01:09:04
South West
energy
43,865.48
73.5
31
51
true
2024-05-07 19:34:18
South West
energy
64,164.5
151.16
21
41
true
2024-09-07 01:45:47
South South
energy
43,950.78
127.5
18
73
true
2024-10-03 09:34:39
North Central
energy
55,128.17
220.89
27
32
false
2024-01-07 09:50:11
North West
energy
56,247.38
180
43
20
true
2024-09-12 18:50:12
North West
reserve
21,313.65
23.4
18
32
false
2024-10-16 17:32:09
North East
reserve
19,887.76
28.51
39
25
true
2024-10-06 15:37:48
North West
energy
59,744.9
135.86
18
40
false
2024-05-26 18:51:18
South South
energy
66,940.13
145.49
37
42
true
2024-07-06 16:14:36
North Central
energy
60,163.98
148.97
44
45
true
2024-11-18 13:45:33
North West
reserve
21,233.13
11.84
51
52
true
2024-11-14 12:55:45
North East
reserve
18,838.57
101.2
29
39
true
2024-10-31 04:15:36
South South
reserve
16,662.57
67.41
30
24
false
2024-09-01 20:55:46
North East
energy
68,962.98
135.14
41
34
true
2024-12-11 02:10:02
North West
reserve
16,377.88
28.34
29
52
true
2024-02-24 10:21:27
South South
energy
56,962.92
137.63
29
24
false
2024-09-13 00:19:28
South East
energy
56,695.4
82.1
25
31
true
2024-03-05 13:00:14
North East
energy
56,500.03
54.38
24
46
true
2024-09-10 00:47:06
South South
energy
45,483.66
82.15
27
52
true
2024-09-27 22:26:01
South East
energy
53,543.65
88.15
42
29
true
2024-10-20 12:54:35
South East
reserve
18,469.23
47.33
37
43
true
2024-03-07 16:28:09
North East
energy
57,062.39
143.45
24
43
true
2024-12-28 15:59:58
South West
energy
60,788.07
138.15
28
58
true
2024-11-02 18:01:28
South East
energy
57,217.88
153
50
40
true
2024-04-26 20:14:14
North West
energy
65,252.58
41.91
39
36
false
2024-05-22 23:45:42
North East
energy
53,190.91
102.07
39
44
true
2024-11-16 10:58:02
South West
energy
62,649.23
93.95
24
42
true
2024-12-25 09:20:06
North Central
reserve
16,887.8
92.29
28
42
true
2024-01-14 04:58:32
North West
reserve
17,958.94
34.34
34
33
true
2024-06-01 00:23:35
North East
energy
52,091.81
96.56
26
24
true
2024-10-26 06:09:18
South East
reserve
17,427.89
15.79
37
46
true
2024-06-04 09:14:45
North Central
energy
60,807.1
134.2
25
27
true
2024-01-22 09:30:23
South East
energy
56,156.42
47.43
41
43
true
2024-10-04 23:46:14
North West
energy
61,024.16
83.7
31
50
true
2024-01-23 14:29:59
South South
energy
61,878.96
152.5
31
19
false
2024-07-25 13:59:18
North Central
energy
51,790.56
81.15
56
48
true
2024-02-06 20:03:32
North Central
energy
66,846.88
115.24
23
39
false
2024-11-30 21:24:33
South South
energy
57,622.64
143.96
28
29
true
2024-11-14 15:48:12
North West
energy
60,443.58
129.08
49
43
true
2024-05-17 07:56:27
North Central
reserve
19,807.86
19.34
40
49
true
2024-10-29 04:07:05
South South
energy
56,835.41
127.6
36
39
true
2024-04-02 02:56:30
South South
reserve
17,003.29
1
23
42
true
2024-09-24 18:07:27
North Central
energy
58,791.56
137.68
18
36
true
2024-06-13 21:09:51
South East
energy
58,691.14
149.02
28
55
true
2024-12-20 21:31:48
South East
reserve
18,489.97
40.24
23
71
true
2024-01-08 06:46:03
North Central
energy
57,214.3
142.24
36
41
true
2024-01-19 13:51:14
South East
energy
51,709.27
89.26
38
45
false
2024-01-23 18:28:43
South West
reserve
21,369.29
36.78
30
50
true
2024-11-04 21:57:23
South East
energy
62,886.4
92.45
31
24
true
2024-03-06 19:22:02
North Central
energy
67,935.23
144.47
55
18
true
2024-01-11 23:43:12
South East
reserve
18,244.04
24.73
39
26
true
2024-02-19 01:16:36
South West
energy
52,062.63
101.07
34
46
true
2024-07-07 08:50:37
North West
energy
59,647.84
72.72
35
37
true
2024-11-12 02:10:12
North West
energy
45,185.71
132.72
39
47
true
2024-10-10 06:43:19
South West
energy
51,100.7
71.35
47
42
false
2024-12-29 03:10:49
South South
reserve
16,438.4
93.82
23
24
true
2024-10-25 00:09:14
South South
reserve
19,330.63
20.71
23
20
true
2024-05-29 14:47:50
North East
energy
61,041.85
148.51
42
40
true
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Wholesale Market Prices

Regional wholesale prices and volumes for energy/reserve with market depth and clearing.

- **[category]** Market & Pricing
- **[rows]** ~180,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | timestamp | object | | region | object | | product | object | | price_ngn_mwh | float64 | | volume_mwh | float64 | | bid_count | int64 | | offer_count | int64 | | cleared | bool |

## Usage

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

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_wholesale_market_prices')
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_wholesale_market_prices