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timestamp
stringdate
2024-01-01 00:03:08
2024-12-30 23:59:01
line_id
stringlengths
28
28
power_in_mw
float64
0
295
power_out_mw
float64
0
269
loss_mw
float64
0
51.3
efficiency
float64
0.75
0.97
2024-10-09 03:15:22
BEN-SS-002__BEN-SS-001__0000
70.235
60.101
10.134
0.856
2024-01-01 22:02:20
EKO-SS-001__EKO-SS-002__0001
31.392
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4.087
0.87
2024-03-13 13:10:57
ABJ-SS-001__ABJ-SS-002__0002
129.149
107.648
21.501
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2024-08-22 13:48:08
KNO-SS-001__KNO-SS-002__0003
33.112
27.546
5.566
0.832
2024-01-29 14:39:50
IBD-SS-003__IBD-SS-002__0004
60.002
51.734
8.268
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2024-03-16 04:33:04
BEN-SS-001__BEN-SS-002__0005
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2024-10-26 16:49:21
EKO-SS-002__EKO-SS-001__0006
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2024-07-26 12:04:50
KNO-SS-001__KNO-SS-002__0007
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2024-07-15 11:02:15
IKJ-SS-002__IKJ-SS-001__0008
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2024-05-29 13:17:22
ABJ-SS-003__ABJ-SS-002__0009
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2024-11-23 06:35:33
EKO-SS-002__EKO-SS-001__0010
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2024-04-20 04:37:19
KAD-SS-002__KAD-SS-001__0011
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2024-01-06 12:05:59
KNO-SS-001__KNO-SS-002__0012
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2024-07-31 10:45:15
BEN-SS-002__BEN-SS-001__0013
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2024-05-14 14:47:09
IBD-SS-002__IBD-SS-003__0014
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2024-06-21 13:23:29
IKJ-SS-001__IKJ-SS-002__0015
21.323
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2024-08-15 12:09:48
JOS-SS-002__JOS-SS-001__0016
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2024-09-12 17:03:16
PHC-SS-001__PHC-SS-002__0017
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2024-10-18 07:10:29
BEN-SS-002__BEN-SS-001__0018
24.285
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2024-09-23 08:02:09
PHC-SS-002__PHC-SS-001__0019
77.782
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2024-05-05 21:56:55
KAD-SS-002__KAD-SS-001__0020
85.672
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2024-12-30 14:49:22
BEN-SS-001__BEN-SS-002__0021
59.046
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2024-01-05 18:18:46
IKJ-SS-003__IKJ-SS-001__0022
118.438
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2024-09-07 14:13:24
ABJ-SS-003__ABJ-SS-002__0023
177.262
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2024-02-18 23:41:15
EKO-SS-002__EKO-SS-001__0024
12.12
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2024-08-14 02:31:18
EKO-SS-001__EKO-SS-002__0025
168.796
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0.85
2024-02-04 20:49:55
IKJ-SS-003__IKJ-SS-002__0026
67.454
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2024-12-18 16:25:53
EKO-SS-002__EKO-SS-001__0027
24.561
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2024-03-30 04:12:14
BEN-SS-002__BEN-SS-001__0028
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2024-07-26 18:56:24
EKO-SS-002__EKO-SS-001__0029
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2024-05-25 19:43:38
IKJ-SS-002__IKJ-SS-001__0030
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2024-10-06 10:24:05
ENG-SS-001__ENG-SS-002__0031
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2024-04-21 05:31:13
KNO-SS-001__KNO-SS-002__0032
121.824
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2024-11-19 03:02:22
JOS-SS-001__JOS-SS-002__0033
10.454
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2024-07-25 05:33:55
PHC-SS-001__PHC-SS-002__0034
92.44
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2024-06-01 07:14:22
JOS-SS-001__JOS-SS-002__0035
14.467
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2024-02-22 16:54:16
PHC-SS-001__PHC-SS-002__0036
126.562
110.015
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2024-04-04 22:44:45
ABJ-SS-003__ABJ-SS-002__0037
59.054
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2024-01-05 18:33:21
ABJ-SS-003__ABJ-SS-001__0038
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2024-01-16 17:01:02
ABJ-SS-003__ABJ-SS-001__0039
14.177
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2024-10-22 02:57:05
BEN-SS-002__BEN-SS-001__0040
29.28
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2024-11-30 15:31:21
ABJ-SS-003__ABJ-SS-001__0041
56.801
53.18
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2024-01-13 07:02:35
KAD-SS-002__KAD-SS-001__0042
175.359
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2024-07-02 12:01:22
IBD-SS-001__IBD-SS-002__0043
75.61
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2024-11-15 05:49:06
ABJ-SS-003__ABJ-SS-001__0044
39.353
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2024-04-22 20:16:30
PHC-SS-001__PHC-SS-002__0045
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2024-08-20 18:01:22
ABJ-SS-001__ABJ-SS-002__0046
92.749
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2024-11-29 16:50:19
EKO-SS-002__EKO-SS-001__0047
147.799
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2024-12-15 14:27:09
KAD-SS-001__KAD-SS-002__0048
86.752
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2024-04-29 18:52:31
KNO-SS-002__KNO-SS-001__0049
169.347
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2024-05-22 02:40:51
KAD-SS-001__KAD-SS-002__0050
63.206
55.004
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2024-10-07 05:43:22
BEN-SS-001__BEN-SS-002__0051
53.458
46.67
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2024-07-01 11:11:47
ENG-SS-002__ENG-SS-001__0052
96.607
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2024-11-21 02:45:39
PHC-SS-001__PHC-SS-002__0053
86.21
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2024-11-04 22:22:18
IKJ-SS-002__IKJ-SS-001__0054
132.773
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2024-10-07 16:24:37
PHC-SS-002__PHC-SS-001__0055
154.773
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2024-11-27 03:38:20
KAD-SS-002__KAD-SS-001__0056
59.776
56.546
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2024-07-12 02:10:15
IKJ-SS-002__IKJ-SS-003__0057
44.331
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2024-04-04 05:08:55
BEN-SS-002__BEN-SS-001__0058
153.594
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2024-02-12 19:04:45
ENG-SS-002__ENG-SS-001__0059
41.928
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2024-03-18 08:43:23
ABJ-SS-001__ABJ-SS-002__0060
82.103
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2024-01-16 23:37:59
KAD-SS-001__KAD-SS-002__0061
88.778
76.358
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2024-06-10 13:43:13
ABJ-SS-001__ABJ-SS-002__0062
41.251
34.15
7.102
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2024-09-27 07:52:19
ENG-SS-002__ENG-SS-001__0063
27.178
24.87
2.308
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2024-04-07 03:51:32
ENG-SS-002__ENG-SS-001__0064
112.556
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2024-12-14 06:33:58
JOS-SS-001__JOS-SS-002__0065
108.844
97.044
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0.892
2024-09-03 04:20:03
PHC-SS-001__PHC-SS-002__0066
82.791
66.295
16.496
0.801
2024-05-16 16:54:36
KNO-SS-002__KNO-SS-001__0067
72.972
63.787
9.185
0.874
2024-06-18 04:13:41
IKJ-SS-003__IKJ-SS-002__0068
44.194
41.12
3.074
0.93
2024-04-20 14:37:32
JOS-SS-002__JOS-SS-001__0069
164.442
145.793
18.649
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2024-11-01 23:08:22
ABJ-SS-002__ABJ-SS-003__0070
138.41
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24.367
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2024-09-24 19:36:38
ABJ-SS-001__ABJ-SS-003__0071
156.114
133.067
23.047
0.852
2024-04-13 15:01:26
IBD-SS-003__IBD-SS-001__0072
75.121
65.981
9.141
0.878
2024-07-28 12:43:12
JOS-SS-001__JOS-SS-002__0073
34.992
31.098
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2024-07-03 15:33:45
ENG-SS-002__ENG-SS-001__0074
88.962
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2024-03-18 01:09:39
ABJ-SS-003__ABJ-SS-002__0075
111.46
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2024-01-28 00:41:07
KNO-SS-001__KNO-SS-002__0076
74.975
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2024-06-29 08:03:12
PHC-SS-001__PHC-SS-002__0077
151.3
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2024-08-03 03:09:13
PHC-SS-001__PHC-SS-002__0078
94.664
81.131
13.532
0.857
2024-12-17 22:49:33
KNO-SS-002__KNO-SS-001__0079
85.747
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2024-04-06 10:17:44
JOS-SS-001__JOS-SS-002__0080
95.963
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2024-09-06 07:02:41
KAD-SS-001__KAD-SS-002__0081
119.426
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2024-11-13 09:51:58
ENG-SS-002__ENG-SS-001__0082
86.944
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2024-05-20 15:54:03
JOS-SS-002__JOS-SS-001__0083
110.588
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2024-03-11 09:12:06
IBD-SS-002__IBD-SS-003__0084
92.298
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ENG-SS-002__ENG-SS-001__0085
123.411
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2024-08-07 20:30:33
JOS-SS-001__JOS-SS-002__0086
96.123
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2024-10-16 07:14:18
ENG-SS-002__ENG-SS-001__0087
59.281
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2024-10-24 01:03:54
ABJ-SS-001__ABJ-SS-002__0088
33.762
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2024-08-08 16:51:31
KNO-SS-002__KNO-SS-001__0089
89.225
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2024-07-08 04:39:27
PHC-SS-001__PHC-SS-002__0090
88.68
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2024-09-23 00:27:16
EKO-SS-001__EKO-SS-002__0091
43.759
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2024-03-27 06:07:03
KNO-SS-002__KNO-SS-001__0092
87.835
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2024-02-04 00:44:12
IBD-SS-002__IBD-SS-003__0093
62.891
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2024-04-14 11:31:36
IBD-SS-001__IBD-SS-003__0094
111.811
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2024-08-11 17:39:45
JOS-SS-001__JOS-SS-002__0095
184.958
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2024-09-16 00:32:35
KNO-SS-001__KNO-SS-002__0096
44.843
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6.624
0.852
2024-11-07 16:22:16
JOS-SS-001__JOS-SS-002__0097
102.569
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9.918
0.903
2024-07-26 02:03:12
EKO-SS-002__EKO-SS-001__0098
59.576
54.566
5.011
0.916
2024-09-23 22:54:16
KAD-SS-002__KAD-SS-001__0099
99.864
88.644
11.22
0.888
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# Nigerian Energy & Utilities – Line Losses

T&D line losses and efficiency; higher losses consistent with Nigeria system characteristics.

- **[category]** Transmission & Distribution
- **[rows]** ~120,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | timestamp | object | | line_id | object | | power_in_mw | float64 | | power_out_mw | float64 | | loss_mw | float64 | | efficiency | float64 |

## Usage

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

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