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timestamp
stringdate
2024-01-01 00:10:23
2024-12-30 23:58:24
disco
stringclasses
10 values
from_substation
stringclasses
23 values
to_substation
stringclasses
23 values
line_id
stringlengths
28
28
from_kv
int64
11
330
to_kv
int64
11
330
p_mw
float64
1
356
q_mvar
float64
-317.19
326
pf
float64
0.7
1
2024-02-01 07:32:37
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0000
11
330
82.995
-4.798
0.998
2024-05-24 07:53:50
Enugu
ENG-SS-001
ENG-SS-002
ENG-SS-001__ENG-SS-002__0001
33
132
83.757
-6.617
0.997
2024-03-12 05:12:46
Abuja
ABJ-SS-002
ABJ-SS-001
ABJ-SS-002__ABJ-SS-001__0002
132
132
87.066
17.311
0.981
2024-03-04 04:46:43
Abuja
ABJ-SS-003
ABJ-SS-001
ABJ-SS-003__ABJ-SS-001__0003
330
330
68.36
-20.483
0.958
2024-02-04 21:49:01
Abuja
ABJ-SS-001
ABJ-SS-003
ABJ-SS-001__ABJ-SS-003__0004
11
11
53.95
1.135
1
2024-03-02 17:55:41
Benin
BEN-SS-001
BEN-SS-002
BEN-SS-001__BEN-SS-002__0005
132
330
44.692
-9.084
0.98
2024-10-22 20:22:58
Abuja
ABJ-SS-001
ABJ-SS-003
ABJ-SS-001__ABJ-SS-003__0006
132
330
124.069
29.79
0.972
2024-03-29 22:40:45
Ibadan
IBD-SS-001
IBD-SS-002
IBD-SS-001__IBD-SS-002__0007
132
132
268.951
27.743
0.995
2024-01-19 11:57:35
Kaduna
KAD-SS-002
KAD-SS-001
KAD-SS-002__KAD-SS-001__0008
33
11
50.932
-30.02
0.861
2024-01-01 23:33:32
Kano
KNO-SS-001
KNO-SS-002
KNO-SS-001__KNO-SS-002__0009
330
33
254.747
39.797
0.988
2024-07-14 08:51:13
Port Harcourt
PHC-SS-002
PHC-SS-001
PHC-SS-002__PHC-SS-001__0010
11
132
113.425
-80.798
0.814
2024-06-18 12:35:43
Enugu
ENG-SS-001
ENG-SS-002
ENG-SS-001__ENG-SS-002__0011
33
330
55.675
33.818
0.855
2024-02-01 10:46:25
Enugu
ENG-SS-002
ENG-SS-001
ENG-SS-002__ENG-SS-001__0012
33
330
101.781
25.795
0.969
2024-03-13 06:33:55
Kano
KNO-SS-001
KNO-SS-002
KNO-SS-001__KNO-SS-002__0013
33
11
54.258
-13.048
0.972
2024-08-10 11:57:26
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0014
330
330
158.855
65.73
0.924
2024-03-02 06:49:20
Ibadan
IBD-SS-003
IBD-SS-001
IBD-SS-003__IBD-SS-001__0015
33
33
93.868
-45.866
0.898
2024-01-07 04:27:22
Kano
KNO-SS-002
KNO-SS-001
KNO-SS-002__KNO-SS-001__0016
132
330
133.654
-22.613
0.986
2024-07-11 02:14:43
Ikeja
IKJ-SS-002
IKJ-SS-003
IKJ-SS-002__IKJ-SS-003__0017
33
33
145.999
30.682
0.979
2024-12-07 07:46:06
Benin
BEN-SS-001
BEN-SS-002
BEN-SS-001__BEN-SS-002__0018
330
11
186.884
116.076
0.849
2024-07-31 05:06:26
Ibadan
IBD-SS-001
IBD-SS-003
IBD-SS-001__IBD-SS-003__0019
132
11
126.04
31.575
0.97
2024-01-21 20:59:47
Port Harcourt
PHC-SS-001
PHC-SS-002
PHC-SS-001__PHC-SS-002__0020
11
132
4.24
1.602
0.935
2024-07-09 00:44:06
Eko
EKO-SS-002
EKO-SS-001
EKO-SS-002__EKO-SS-001__0021
330
132
102.004
-3.53
0.999
2024-10-26 03:40:55
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0022
11
11
185.516
34.6
0.983
2024-12-14 16:06:28
Ibadan
IBD-SS-002
IBD-SS-001
IBD-SS-002__IBD-SS-001__0023
33
11
120.173
4.874
0.999
2024-02-24 13:17:25
Kano
KNO-SS-002
KNO-SS-001
KNO-SS-002__KNO-SS-001__0024
11
330
28.669
-5.352
0.983
2024-03-02 17:46:04
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0025
33
132
63.14
14.485
0.975
2024-04-05 06:40:18
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0026
11
33
1
0.085
0.904
2024-07-12 19:38:35
Ibadan
IBD-SS-003
IBD-SS-002
IBD-SS-003__IBD-SS-002__0027
11
132
112.079
37.609
0.948
2024-07-28 23:50:47
Eko
EKO-SS-002
EKO-SS-001
EKO-SS-002__EKO-SS-001__0028
11
132
89.605
-49.026
0.877
2024-04-07 09:37:30
Ikeja
IKJ-SS-003
IKJ-SS-002
IKJ-SS-003__IKJ-SS-002__0029
132
33
78.568
-12.311
0.988
2024-09-16 00:31:38
Ikeja
IKJ-SS-003
IKJ-SS-002
IKJ-SS-003__IKJ-SS-002__0030
33
33
27.334
0.638
1
2024-12-16 15:45:04
Port Harcourt
PHC-SS-002
PHC-SS-001
PHC-SS-002__PHC-SS-001__0031
330
33
151.664
-51.348
0.947
2024-08-24 15:21:05
Enugu
ENG-SS-002
ENG-SS-001
ENG-SS-002__ENG-SS-001__0032
330
330
79.189
13.677
0.985
2024-10-06 14:21:35
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0033
33
11
108.267
0.024
1
2024-11-25 02:47:41
Port Harcourt
PHC-SS-001
PHC-SS-002
PHC-SS-001__PHC-SS-002__0034
132
330
131.917
63.305
0.902
2024-11-20 07:58:15
Jos
JOS-SS-002
JOS-SS-001
JOS-SS-002__JOS-SS-001__0035
132
11
88.436
10.776
0.993
2024-05-13 21:59:21
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0036
33
33
68.351
-4.189
0.998
2024-11-27 16:33:15
Ikeja
IKJ-SS-003
IKJ-SS-001
IKJ-SS-003__IKJ-SS-001__0037
11
33
120.451
-30.615
0.969
2024-08-12 07:19:27
Kano
KNO-SS-001
KNO-SS-002
KNO-SS-001__KNO-SS-002__0038
33
33
65.805
-17.294
0.967
2024-06-29 23:14:27
Ibadan
IBD-SS-002
IBD-SS-001
IBD-SS-002__IBD-SS-001__0039
33
330
45.47
-28.098
0.851
2024-01-13 12:19:32
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0040
330
132
36.641
11.753
0.952
2024-09-04 19:14:05
Ikeja
IKJ-SS-003
IKJ-SS-002
IKJ-SS-003__IKJ-SS-002__0041
11
330
139.962
-99.687
0.815
2024-10-15 23:49:46
Eko
EKO-SS-002
EKO-SS-001
EKO-SS-002__EKO-SS-001__0042
132
33
118.83
-47.702
0.928
2024-05-30 20:28:10
Eko
EKO-SS-002
EKO-SS-001
EKO-SS-002__EKO-SS-001__0043
11
11
36.793
-14.836
0.927
2024-12-14 04:53:42
Jos
JOS-SS-002
JOS-SS-001
JOS-SS-002__JOS-SS-001__0044
33
33
104.264
31.757
0.957
2024-02-24 07:45:47
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0045
330
33
38.183
-24.247
0.844
2024-08-21 16:51:52
Abuja
ABJ-SS-001
ABJ-SS-002
ABJ-SS-001__ABJ-SS-002__0046
11
132
2.975
-1.404
0.904
2024-03-30 22:33:56
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0047
33
132
159.763
-48.147
0.957
2024-07-10 22:53:17
Ikeja
IKJ-SS-002
IKJ-SS-003
IKJ-SS-002__IKJ-SS-003__0048
33
33
65.846
-8.212
0.992
2024-08-05 18:34:40
Eko
EKO-SS-002
EKO-SS-001
EKO-SS-002__EKO-SS-001__0049
11
33
80.678
-35.856
0.914
2024-03-11 03:42:42
Enugu
ENG-SS-001
ENG-SS-002
ENG-SS-001__ENG-SS-002__0050
132
330
51.648
-30.196
0.863
2024-01-09 16:02:45
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0051
132
11
92.538
20.264
0.977
2024-08-13 21:22:58
Benin
BEN-SS-002
BEN-SS-001
BEN-SS-002__BEN-SS-001__0052
11
132
81.275
4.781
0.998
2024-09-19 07:05:52
Kano
KNO-SS-001
KNO-SS-002
KNO-SS-001__KNO-SS-002__0053
330
330
63.443
2.883
0.999
2024-01-15 06:01:12
Jos
JOS-SS-001
JOS-SS-002
JOS-SS-001__JOS-SS-002__0054
11
330
212.509
-55.206
0.968
2024-01-19 18:27:06
Jos
JOS-SS-002
JOS-SS-001
JOS-SS-002__JOS-SS-001__0055
11
132
136.93
-32.845
0.972
2024-08-26 09:53:13
Kano
KNO-SS-001
KNO-SS-002
KNO-SS-001__KNO-SS-002__0056
330
33
143.853
65.447
0.91
2024-05-12 15:24:42
Jos
JOS-SS-001
JOS-SS-002
JOS-SS-001__JOS-SS-002__0057
132
33
86.933
17.169
0.981
2024-08-16 08:55:00
Abuja
ABJ-SS-001
ABJ-SS-002
ABJ-SS-001__ABJ-SS-002__0058
33
11
26.133
-4.037
0.988
2024-09-08 07:39:48
Enugu
ENG-SS-002
ENG-SS-001
ENG-SS-002__ENG-SS-001__0059
330
11
40.673
23.791
0.863
2024-09-18 12:40:53
Eko
EKO-SS-002
EKO-SS-001
EKO-SS-002__EKO-SS-001__0060
132
132
113.322
16.812
0.989
2024-03-04 08:05:42
Ibadan
IBD-SS-001
IBD-SS-003
IBD-SS-001__IBD-SS-003__0061
33
11
163.557
-56.103
0.946
2024-02-08 04:06:21
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0062
11
330
21.809
-10.572
0.9
2024-09-09 00:49:28
Ibadan
IBD-SS-003
IBD-SS-001
IBD-SS-003__IBD-SS-001__0063
11
330
98.138
54.037
0.876
2024-09-07 01:47:59
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0064
33
11
131.369
-26.444
0.98
2024-07-29 09:58:41
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0065
11
132
123.984
9.309
0.997
2024-03-02 18:55:36
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0066
11
132
32.196
8.123
0.97
2024-12-24 18:56:42
Enugu
ENG-SS-001
ENG-SS-002
ENG-SS-001__ENG-SS-002__0067
11
11
73.918
21.858
0.959
2024-05-01 13:01:38
Eko
EKO-SS-002
EKO-SS-001
EKO-SS-002__EKO-SS-001__0068
33
33
155.344
-42.225
0.965
2024-04-05 10:12:17
Port Harcourt
PHC-SS-001
PHC-SS-002
PHC-SS-001__PHC-SS-002__0069
132
132
138.549
37.56
0.965
2024-06-19 22:53:44
Jos
JOS-SS-001
JOS-SS-002
JOS-SS-001__JOS-SS-002__0070
330
330
75.987
0.777
1
2024-06-19 12:57:49
Ikeja
IKJ-SS-003
IKJ-SS-001
IKJ-SS-003__IKJ-SS-001__0071
33
132
67.539
33.547
0.896
2024-06-27 04:08:49
Port Harcourt
PHC-SS-002
PHC-SS-001
PHC-SS-002__PHC-SS-001__0072
33
132
113.443
-1.614
1
2024-09-22 17:00:44
Kaduna
KAD-SS-002
KAD-SS-001
KAD-SS-002__KAD-SS-001__0073
11
33
35.937
-3.683
0.995
2024-06-14 23:21:13
Benin
BEN-SS-002
BEN-SS-001
BEN-SS-002__BEN-SS-001__0074
330
330
88.588
-30.557
0.945
2024-07-01 04:33:32
Abuja
ABJ-SS-003
ABJ-SS-001
ABJ-SS-003__ABJ-SS-001__0075
11
33
68.577
14.295
0.979
2024-04-05 03:42:39
Kaduna
KAD-SS-002
KAD-SS-001
KAD-SS-002__KAD-SS-001__0076
330
132
24.521
23.045
0.729
2024-02-13 18:44:30
Kaduna
KAD-SS-001
KAD-SS-002
KAD-SS-001__KAD-SS-002__0077
330
330
71.121
2.909
0.999
2024-09-07 13:17:02
Kano
KNO-SS-001
KNO-SS-002
KNO-SS-001__KNO-SS-002__0078
132
33
92.538
19.045
0.979
2024-11-17 02:44:35
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0079
132
33
100.403
39.682
0.93
2024-12-02 05:28:52
Kano
KNO-SS-002
KNO-SS-001
KNO-SS-002__KNO-SS-001__0080
330
33
216.046
21.881
0.995
2024-11-17 14:55:37
Enugu
ENG-SS-001
ENG-SS-002
ENG-SS-001__ENG-SS-002__0081
132
11
46.634
4.927
0.994
2024-10-11 06:59:16
Kano
KNO-SS-001
KNO-SS-002
KNO-SS-001__KNO-SS-002__0082
132
330
70.401
-5.023
0.997
2024-10-06 12:50:36
Ibadan
IBD-SS-002
IBD-SS-001
IBD-SS-002__IBD-SS-001__0083
33
11
118.789
13.158
0.994
2024-11-24 11:37:36
Kano
KNO-SS-002
KNO-SS-001
KNO-SS-002__KNO-SS-001__0084
33
11
107.588
3.396
1
2024-03-10 15:35:01
Benin
BEN-SS-001
BEN-SS-002
BEN-SS-001__BEN-SS-002__0085
330
33
39.88
12.167
0.956
2024-06-27 22:41:27
Ikeja
IKJ-SS-001
IKJ-SS-003
IKJ-SS-001__IKJ-SS-003__0086
330
33
57.787
20.13
0.944
2024-06-21 12:17:39
Benin
BEN-SS-002
BEN-SS-001
BEN-SS-002__BEN-SS-001__0087
132
132
87.157
-7.173
0.997
2024-12-05 00:23:27
Jos
JOS-SS-001
JOS-SS-002
JOS-SS-001__JOS-SS-002__0088
132
33
106.172
-12.901
0.993
2024-08-11 08:09:17
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0089
11
11
121.918
7.412
0.998
2024-12-20 20:48:51
Ikeja
IKJ-SS-001
IKJ-SS-003
IKJ-SS-001__IKJ-SS-003__0090
132
132
39.461
6.978
0.985
2024-12-22 13:59:13
Port Harcourt
PHC-SS-001
PHC-SS-002
PHC-SS-001__PHC-SS-002__0091
11
330
130.55
14.013
0.994
2024-08-13 18:19:19
Jos
JOS-SS-002
JOS-SS-001
JOS-SS-002__JOS-SS-001__0092
33
33
150.77
58.577
0.932
2024-02-05 20:37:19
Benin
BEN-SS-002
BEN-SS-001
BEN-SS-002__BEN-SS-001__0093
132
33
169.147
41.236
0.972
2024-08-01 20:27:56
Abuja
ABJ-SS-002
ABJ-SS-001
ABJ-SS-002__ABJ-SS-001__0094
33
132
156.513
14.551
0.996
2024-10-18 00:21:56
Jos
JOS-SS-001
JOS-SS-002
JOS-SS-001__JOS-SS-002__0095
33
330
112.285
-18.831
0.986
2024-10-03 02:01:59
Eko
EKO-SS-001
EKO-SS-002
EKO-SS-001__EKO-SS-002__0096
330
33
13.353
4.028
0.957
2024-07-04 07:23:14
Ibadan
IBD-SS-003
IBD-SS-001
IBD-SS-003__IBD-SS-001__0097
132
11
120.316
-36.669
0.957
2024-01-25 04:33:17
Jos
JOS-SS-002
JOS-SS-001
JOS-SS-002__JOS-SS-001__0098
330
11
109.738
57.167
0.887
2024-01-26 12:05:30
Benin
BEN-SS-001
BEN-SS-002
BEN-SS-001__BEN-SS-002__0099
11
132
13.075
-2.872
0.977
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Power Flow

Power flows between substations and voltage levels with P/Q and power factor.

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

## Schema

| column | dtype |

|---|---| | timestamp | object | | disco | object | | from_substation | object | | to_substation | object | | line_id | object | | from_kv | int64 | | to_kv | int64 | | p_mw | float64 | | q_mvar | float64 | | pf | float64 |

## Usage

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

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