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site_id
stringlengths
12
12
site_type
stringclasses
2 values
disco
stringclasses
10 values
feeder_id
stringlengths
17
17
timestamp
stringdate
2024-01-01 00:00:00
2024-12-30 23:00:00
active_power_kw
float64
1.97
1.29k
reactive_power_kvar
float64
0.76
753
pf
float64
0.85
0.95
energy_kwh
float64
1.97
1.29k
voltage_ll_v
float64
360
430
current_a
float64
3.37
2.09k
IND-00000000
industrial
Abuja
ABJ-SS-001-FD-083
2024-06-10 05:00:00
404.809
196.058
0.9
404.809
405.5
640.39
IND-00000001
industrial
Kaduna
KAD-SS-001-FD-043
2024-06-09 09:00:00
340.881
112.042
0.95
340.881
387
535.25
IND-00000002
industrial
Kano
KNO-SS-002-FD-013
2024-09-27 04:00:00
34.647
11.388
0.95
34.647
398.3
52.86
COM-00000003
commercial
Jos
JOS-SS-001-FD-057
2024-04-21 16:00:00
58.856
31.767
0.88
58.856
412.8
93.54
COM-00000004
commercial
Kaduna
KAD-SS-002-FD-004
2024-11-10 07:00:00
60.11
25.607
0.92
60.11
420.1
89.79
IND-00000005
industrial
Ibadan
IBD-SS-002-FD-030
2024-10-27 21:00:00
662.296
357.47
0.88
662.296
383.5
1,132.95
IND-00000006
industrial
Kano
KNO-SS-002-FD-026
2024-03-20 17:00:00
497.024
240.72
0.9
497.024
411.3
775.28
COM-00000007
commercial
Jos
JOS-SS-001-FD-044
2024-04-30 21:00:00
48.723
30.196
0.85
48.723
422.8
78.27
COM-00000008
commercial
Kaduna
KAD-SS-002-FD-059
2024-08-25 23:00:00
17.012
7.247
0.92
17.012
413.5
25.82
IND-00000009
industrial
Abuja
ABJ-SS-001-FD-011
2024-08-11 04:00:00
438.17
212.216
0.9
438.17
394.6
712.41
IND-00000010
industrial
Jos
JOS-SS-002-FD-051
2024-01-26 18:00:00
107.594
35.364
0.95
107.594
387.8
168.6
COM-00000011
commercial
Ibadan
IBD-SS-002-FD-117
2024-11-20 19:00:00
13.268
8.223
0.85
13.268
391.8
23
IND-00000012
industrial
Jos
JOS-SS-001-FD-111
2024-01-22 15:00:00
278.893
135.074
0.9
278.893
419.5
426.49
COM-00000013
commercial
Ibadan
IBD-SS-002-FD-078
2024-03-22 09:00:00
59.227
28.685
0.9
59.227
367.7
103.34
IND-00000014
industrial
Abuja
ABJ-SS-003-FD-093
2024-07-21 22:00:00
635.072
307.579
0.9
635.072
403.8
1,009.02
COM-00000015
commercial
Kano
KNO-SS-002-FD-028
2024-03-16 22:00:00
55.075
26.674
0.9
55.075
414.6
85.22
COM-00000016
commercial
Kaduna
KAD-SS-001-FD-034
2024-02-08 22:00:00
51.864
25.119
0.9
51.864
373
89.19
COM-00000017
commercial
Kaduna
KAD-SS-001-FD-046
2024-03-04 17:00:00
39.486
21.312
0.88
39.486
416
62.28
IND-00000018
industrial
Abuja
ABJ-SS-002-FD-101
2024-12-23 03:00:00
309.277
149.79
0.9
309.277
429.9
461.52
COM-00000019
commercial
Ikeja
IKJ-SS-001-FD-070
2024-08-31 05:00:00
23.506
14.568
0.85
23.506
393.4
40.59
IND-00000020
industrial
Kano
KNO-SS-002-FD-018
2024-12-15 06:00:00
428.007
207.293
0.9
428.007
425.8
644.89
COM-00000021
commercial
Ikeja
IKJ-SS-002-FD-045
2024-05-07 18:00:00
56.373
34.937
0.85
56.373
374.9
102.14
COM-00000022
commercial
Port Harcourt
PHC-SS-001-FD-095
2024-03-30 06:00:00
37.636
20.314
0.88
37.636
412.5
59.86
IND-00000023
industrial
Kano
KNO-SS-001-FD-044
2024-10-20 23:00:00
92.769
44.93
0.9
92.769
401.9
148.09
COM-00000024
commercial
Eko
EKO-SS-001-FD-100
2024-12-14 12:00:00
7.191
2.363
0.95
7.191
385.7
11.33
COM-00000025
commercial
Port Harcourt
PHC-SS-001-FD-035
2024-05-20 15:00:00
54.933
29.65
0.88
54.933
377.7
95.42
COM-00000026
commercial
Benin
BEN-SS-001-FD-011
2024-11-03 12:00:00
31.568
13.448
0.92
31.568
388.6
50.98
IND-00000027
industrial
Eko
EKO-SS-001-FD-036
2024-10-30 04:00:00
333.674
142.144
0.92
333.674
403.7
518.66
IND-00000028
industrial
Eko
EKO-SS-001-FD-028
2024-11-14 15:00:00
334.619
207.378
0.85
334.619
421.8
538.8
IND-00000029
industrial
Abuja
ABJ-SS-001-FD-112
2024-08-01 17:00:00
285.819
154.269
0.88
285.819
391.2
479.3
IND-00000030
industrial
Kaduna
KAD-SS-001-FD-016
2024-03-18 18:00:00
269.207
130.383
0.9
269.207
384.6
449.08
IND-00000031
industrial
Kano
KNO-SS-002-FD-056
2024-03-24 03:00:00
239.955
129.514
0.88
239.955
430
366.12
COM-00000032
commercial
Ibadan
IBD-SS-002-FD-035
2024-04-20 04:00:00
16.824
7.167
0.92
16.824
394.9
26.74
COM-00000033
commercial
Kaduna
KAD-SS-002-FD-019
2024-09-01 14:00:00
70.051
29.842
0.92
70.051
408
107.74
COM-00000034
commercial
Enugu
ENG-SS-001-FD-058
2024-05-02 01:00:00
26.325
12.75
0.9
26.325
388.7
43.45
IND-00000035
industrial
Port Harcourt
PHC-SS-002-FD-022
2024-08-15 22:00:00
110.136
46.918
0.92
110.136
391.7
176.45
IND-00000036
industrial
Jos
JOS-SS-001-FD-011
2024-05-09 01:00:00
220.407
106.748
0.9
220.407
393.6
359.27
IND-00000037
industrial
Kano
KNO-SS-002-FD-058
2024-07-10 22:00:00
321.827
105.779
0.95
321.827
404.2
483.85
IND-00000038
industrial
Enugu
ENG-SS-001-FD-049
2024-02-07 02:00:00
248.702
120.452
0.9
248.702
405.1
393.8
COM-00000039
commercial
Abuja
ABJ-SS-001-FD-110
2024-06-15 23:00:00
63.04
30.532
0.9
63.04
404.3
100.03
IND-00000040
industrial
Port Harcourt
PHC-SS-001-FD-097
2024-01-03 02:00:00
435.238
234.917
0.88
435.238
405.3
704.47
IND-00000041
industrial
Kaduna
KAD-SS-001-FD-071
2024-02-06 05:00:00
67.245
28.646
0.92
67.245
382
110.47
COM-00000042
commercial
Enugu
ENG-SS-001-FD-001
2024-05-02 22:00:00
65.881
35.559
0.88
65.881
380.5
113.59
COM-00000043
commercial
Ikeja
IKJ-SS-001-FD-042
2024-10-26 12:00:00
71.259
44.162
0.85
71.259
396.8
121.99
IND-00000044
industrial
Enugu
ENG-SS-002-FD-080
2024-04-29 13:00:00
774.971
330.136
0.92
774.971
395.9
1,228.47
COM-00000045
commercial
Enugu
ENG-SS-002-FD-081
2024-07-01 09:00:00
57.273
35.494
0.85
57.273
398.4
97.65
COM-00000046
commercial
Kano
KNO-SS-001-FD-093
2024-05-17 12:00:00
35.732
17.306
0.9
35.732
401.9
57.03
IND-00000047
industrial
Eko
EKO-SS-001-FD-007
2024-10-05 09:00:00
191.446
103.332
0.88
191.446
366
343.16
COM-00000048
commercial
Ikeja
IKJ-SS-002-FD-043
2024-05-11 16:00:00
47.697
25.744
0.88
47.697
396.6
78.91
COM-00000049
commercial
Jos
JOS-SS-002-FD-114
2024-10-20 04:00:00
3.532
2.189
0.85
3.532
372.7
6.44
IND-00000050
industrial
Benin
BEN-SS-002-FD-034
2024-07-02 18:00:00
1,053.712
448.879
0.92
1,053.712
397.3
1,664.4
COM-00000051
commercial
Jos
JOS-SS-001-FD-043
2024-10-21 21:00:00
10.888
6.748
0.85
10.888
397.2
18.62
IND-00000052
industrial
Eko
EKO-SS-002-FD-097
2024-10-03 07:00:00
393.002
190.34
0.9
393.002
430
586.3
IND-00000053
industrial
Benin
BEN-SS-001-FD-009
2024-08-18 01:00:00
343.363
185.328
0.88
343.363
405.6
555.46
COM-00000054
commercial
Enugu
ENG-SS-001-FD-037
2024-01-28 07:00:00
26.383
11.239
0.92
26.383
391.8
42.26
COM-00000055
commercial
Abuja
ABJ-SS-002-FD-074
2024-07-17 04:00:00
19.026
10.269
0.88
19.026
408.7
30.54
COM-00000056
commercial
Kano
KNO-SS-001-FD-091
2024-12-28 14:00:00
36.752
15.656
0.92
36.752
401.7
57.42
COM-00000057
commercial
Benin
BEN-SS-001-FD-029
2024-04-27 14:00:00
34.994
14.907
0.92
34.994
383.5
57.26
COM-00000058
commercial
Port Harcourt
PHC-SS-002-FD-099
2024-01-05 04:00:00
20.916
10.13
0.9
20.916
416.8
32.19
COM-00000059
commercial
Kaduna
KAD-SS-002-FD-010
2024-06-22 13:00:00
64.395
31.188
0.9
64.395
389.7
105.99
COM-00000060
commercial
Kano
KNO-SS-002-FD-040
2024-04-12 09:00:00
50.089
31.042
0.85
50.089
407.1
83.58
IND-00000061
industrial
Benin
BEN-SS-001-FD-008
2024-11-13 12:00:00
435.583
185.558
0.92
435.583
415.7
657.55
IND-00000062
industrial
Ibadan
IBD-SS-001-FD-065
2024-10-20 23:00:00
307.808
101.172
0.95
307.808
392.2
476.99
COM-00000063
commercial
Kano
KNO-SS-001-FD-076
2024-05-28 13:00:00
26.376
11.236
0.92
26.376
421.3
39.29
IND-00000064
industrial
Benin
BEN-SS-001-FD-079
2024-09-28 18:00:00
496.879
307.938
0.85
496.879
375.5
898.8
COM-00000065
commercial
Ikeja
IKJ-SS-003-FD-053
2024-07-20 02:00:00
5.48
2.958
0.88
5.48
407.4
8.83
COM-00000066
commercial
Enugu
ENG-SS-001-FD-116
2024-07-28 18:00:00
87.947
42.595
0.9
87.947
402.6
140.15
COM-00000067
commercial
Jos
JOS-SS-002-FD-036
2024-01-28 19:00:00
86.45
36.828
0.92
86.45
384.6
141.07
COM-00000068
commercial
Jos
JOS-SS-001-FD-081
2024-08-25 12:00:00
76.413
37.008
0.9
76.413
403.4
121.52
COM-00000069
commercial
Jos
JOS-SS-001-FD-016
2024-06-09 15:00:00
14.137
6.022
0.92
14.137
410.1
21.63
COM-00000070
commercial
Kaduna
KAD-SS-001-FD-001
2024-12-07 10:00:00
21.723
13.462
0.85
21.723
379.6
38.87
IND-00000071
industrial
Enugu
ENG-SS-002-FD-022
2024-05-17 06:00:00
381.905
236.683
0.85
381.905
403.1
643.53
COM-00000072
commercial
Eko
EKO-SS-001-FD-038
2024-02-27 08:00:00
75.897
36.759
0.9
75.897
411.1
118.42
COM-00000073
commercial
Eko
EKO-SS-002-FD-047
2024-06-05 01:00:00
40.731
17.352
0.92
40.731
387.3
66.01
COM-00000074
commercial
Eko
EKO-SS-002-FD-030
2024-03-18 06:00:00
30.827
16.639
0.88
30.827
383.3
52.76
COM-00000075
commercial
Abuja
ABJ-SS-001-FD-030
2024-01-05 12:00:00
28.057
17.388
0.85
28.057
405.9
46.95
COM-00000076
commercial
Ikeja
IKJ-SS-002-FD-021
2024-02-05 17:00:00
6.745
3.64
0.88
6.745
416.3
10.63
COM-00000077
commercial
Ibadan
IBD-SS-002-FD-088
2024-06-19 18:00:00
41.858
22.593
0.88
41.858
392.5
69.96
IND-00000078
industrial
Enugu
ENG-SS-001-FD-071
2024-10-20 20:00:00
411.969
199.526
0.9
411.969
394.2
670.33
COM-00000079
commercial
Benin
BEN-SS-001-FD-009
2024-10-27 19:00:00
14.758
6.287
0.92
14.758
363.2
25.5
IND-00000080
industrial
Abuja
ABJ-SS-003-FD-034
2024-03-23 15:00:00
425.151
205.91
0.9
425.151
414
658.81
COM-00000081
commercial
Benin
BEN-SS-002-FD-116
2024-11-04 11:00:00
56.676
27.449
0.9
56.676
409.8
88.72
IND-00000082
industrial
Ikeja
IKJ-SS-001-FD-051
2024-03-31 23:00:00
444.993
189.566
0.92
444.993
422.4
661.2
IND-00000083
industrial
Jos
JOS-SS-002-FD-119
2024-07-07 19:00:00
609.226
328.825
0.88
609.226
401.5
995.63
IND-00000084
industrial
Benin
BEN-SS-002-FD-071
2024-08-17 02:00:00
128.847
79.852
0.85
128.847
371.1
235.8
IND-00000085
industrial
Benin
BEN-SS-002-FD-020
2024-12-25 13:00:00
808.697
344.503
0.92
808.697
402.9
1,259.63
IND-00000086
industrial
Abuja
ABJ-SS-003-FD-037
2024-07-07 11:00:00
219.975
106.539
0.9
219.975
378.9
372.39
COM-00000087
commercial
Port Harcourt
PHC-SS-002-FD-019
2024-04-25 09:00:00
10.866
5.865
0.88
10.866
409.4
17.41
COM-00000088
commercial
Kaduna
KAD-SS-002-FD-008
2024-01-06 22:00:00
29.945
16.163
0.88
29.945
381.3
51.53
IND-00000089
industrial
Kaduna
KAD-SS-002-FD-075
2024-09-14 17:00:00
178.146
86.28
0.9
178.146
379.2
301.34
COM-00000090
commercial
Port Harcourt
PHC-SS-001-FD-092
2024-01-04 11:00:00
73.578
45.599
0.85
73.578
414.5
120.57
IND-00000091
industrial
Port Harcourt
PHC-SS-002-FD-042
2024-10-05 02:00:00
252.987
83.153
0.95
252.987
392.3
391.94
COM-00000092
commercial
Port Harcourt
PHC-SS-002-FD-074
2024-04-18 02:00:00
3.504
1.697
0.9
3.504
419.7
5.36
COM-00000093
commercial
Enugu
ENG-SS-002-FD-095
2024-01-09 20:00:00
79.367
49.188
0.85
79.367
380
141.87
IND-00000094
industrial
Kaduna
KAD-SS-002-FD-102
2024-11-21 10:00:00
439.544
272.405
0.85
439.544
389.4
766.73
IND-00000095
industrial
Ikeja
IKJ-SS-003-FD-003
2024-06-22 01:00:00
331.992
160.791
0.9
331.992
379.9
560.55
COM-00000096
commercial
Ibadan
IBD-SS-001-FD-078
2024-09-29 08:00:00
77.088
32.84
0.92
77.088
392.8
123.17
IND-00000097
industrial
Ikeja
IKJ-SS-003-FD-110
2024-10-14 11:00:00
446.664
146.811
0.95
446.664
394.6
687.93
COM-00000098
commercial
Port Harcourt
PHC-SS-001-FD-010
2024-02-28 19:00:00
101.223
43.121
0.92
101.223
421.3
150.78
IND-00000099
industrial
Jos
JOS-SS-001-FD-090
2024-09-17 16:00:00
459.928
285.038
0.85
459.928
392.6
795.66
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Commercial & Industrial Consumption

3-phase site hourly consumption with PF, reactive power, and current derived from P, V, PF.

- **[category]** Smart Meters & Consumption
- **[rows]** ~220,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | site_id | object | | site_type | object | | disco | object | | feeder_id | object | | timestamp | object | | active_power_kw | float64 | | reactive_power_kvar | float64 | | pf | float64 | | energy_kwh | float64 | | voltage_ll_v | float64 | | current_a | float64 |

## Usage

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

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