Dataset Viewer
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ticket_id
stringlengths
13
13
disco
stringclasses
10 values
team_id
stringlengths
9
9
job_type
stringclasses
7 values
start_time
stringdate
2024-01-01 00:03:31
2024-12-30 23:57:41
end_time
stringdate
2024-01-01 00:41:19
2024-12-31 02:09:02
duration_min
int64
10
429
outcome
stringclasses
4 values
materials_used
int64
0
10
travel_km
float64
0.5
32.8
lat
float64
4.2
13.9
lon
float64
2.7
14.7
FTK-000000000
Enugu
TEAM-0000
inspection
2024-01-29 19:19:56
2024-01-29 21:48:56
149
completed
2
0.5
9.40969
7.57908
FTK-000000001
Kano
TEAM-0001
customer_complaint_visit
2024-09-01 13:55:50
2024-09-01 16:39:50
164
completed
3
3.3
13.12074
5.85049
FTK-000000002
Eko
TEAM-0002
outage_restoration
2024-03-29 14:42:46
2024-03-29 18:16:46
214
completed
3
15
6.63122
2.81992
FTK-000000003
Kano
TEAM-0003
line_maintenance
2024-12-16 20:04:53
2024-12-16 20:53:53
49
completed
0
8
13.8062
7.86307
FTK-000000004
Kaduna
TEAM-0004
line_maintenance
2024-02-26 15:07:26
2024-02-26 16:32:26
85
completed
5
4.7
12.31404
14.16629
FTK-000000005
Port Harcourt
TEAM-0005
outage_restoration
2024-01-15 17:26:32
2024-01-15 21:22:32
236
completed
1
16.1
4.88574
7.74867
FTK-000000006
Benin
TEAM-0006
inspection
2024-12-27 18:26:58
2024-12-27 19:24:58
58
completed
3
7.5
7.11762
3.5198
FTK-000000007
Jos
TEAM-0007
outage_restoration
2024-01-29 06:20:42
2024-01-29 08:29:42
129
completed
3
8.6
13.40383
4.55484
FTK-000000008
Port Harcourt
TEAM-0008
meter_installation
2024-03-19 14:31:25
2024-03-19 16:46:25
135
completed
0
4.3
11.72099
10.66345
FTK-000000009
Ikeja
TEAM-0009
outage_restoration
2024-05-31 22:17:45
2024-05-31 22:41:45
24
completed
2
9.5
11.23628
7.36964
FTK-000000010
Kaduna
TEAM-0010
meter_installation
2024-02-21 12:19:57
2024-02-21 14:42:57
143
completed
0
3.9
4.37162
8.5448
FTK-000000011
Ibadan
TEAM-0011
meter_installation
2024-07-19 02:07:56
2024-07-19 05:19:56
192
completed
3
14.9
12.64064
10.66811
FTK-000000012
Ibadan
TEAM-0012
outage_restoration
2024-04-24 11:16:45
2024-04-24 11:26:45
10
rescheduled
2
0.7
7.63025
5.32104
FTK-000000013
Ikeja
TEAM-0013
inspection
2024-12-03 16:30:42
2024-12-03 17:01:42
31
completed
1
3.1
6.27385
14.64736
FTK-000000014
Kano
TEAM-0014
inspection
2024-09-11 08:09:59
2024-09-11 10:45:59
156
partial
3
9.6
12.41606
12.84619
FTK-000000015
Kaduna
TEAM-0015
inspection
2024-04-05 04:42:58
2024-04-05 07:08:58
146
completed
1
5.3
11.13746
12.19449
FTK-000000016
Eko
TEAM-0016
customer_complaint_visit
2024-01-19 15:44:21
2024-01-19 18:18:21
154
completed
1
18.7
6.72646
6.229
FTK-000000017
Ibadan
TEAM-0017
line_maintenance
2024-12-20 07:00:10
2024-12-20 08:46:10
106
completed
5
2.6
7.33698
14.08285
FTK-000000018
Eko
TEAM-0018
meter_installation
2024-06-25 03:20:10
2024-06-25 06:21:10
181
partial
4
13.4
7.66341
8.31934
FTK-000000019
Abuja
TEAM-0019
inspection
2024-10-03 06:14:38
2024-10-03 06:30:38
16
completed
3
17.7
5.68217
8.75666
FTK-000000020
Kano
TEAM-0020
transformer_service
2024-01-10 12:20:45
2024-01-10 12:57:45
37
completed
0
11.7
12.19532
2.81413
FTK-000000021
Jos
TEAM-0021
outage_restoration
2024-11-13 20:37:17
2024-11-13 21:17:17
40
completed
3
5.7
7.55936
4.02098
FTK-000000022
Eko
TEAM-0022
line_maintenance
2024-01-23 10:03:44
2024-01-23 14:13:44
250
cancelled
1
10.3
11.65625
8.38305
FTK-000000023
Kaduna
TEAM-0023
outage_restoration
2024-05-23 08:19:40
2024-05-23 10:19:40
120
completed
5
12.7
5.80025
13.47378
FTK-000000024
Kaduna
TEAM-0024
outage_restoration
2024-02-05 00:55:27
2024-02-05 03:36:27
161
completed
2
15.9
8.05507
10.51096
FTK-000000025
Kano
TEAM-0025
meter_installation
2024-08-19 03:22:15
2024-08-19 06:02:15
160
partial
0
0.5
4.20113
14.48849
FTK-000000026
Eko
TEAM-0026
meter_installation
2024-08-02 03:51:35
2024-08-02 04:01:35
10
rescheduled
0
5.4
11.64623
7.73188
FTK-000000027
Kaduna
TEAM-0027
meter_installation
2024-05-25 11:29:30
2024-05-25 12:22:30
53
completed
0
2.7
12.66267
8.98986
FTK-000000028
Eko
TEAM-0028
outage_restoration
2024-11-03 03:10:46
2024-11-03 06:00:46
170
completed
1
10.7
9.03107
7.61738
FTK-000000029
Kano
TEAM-0029
meter_installation
2024-07-27 03:48:27
2024-07-27 06:26:27
158
rescheduled
0
4.1
6.4572
5.83687
FTK-000000030
Ibadan
TEAM-0030
outage_restoration
2024-08-14 23:28:17
2024-08-15 02:26:17
178
completed
0
14
10.4313
9.11675
FTK-000000031
Eko
TEAM-0031
outage_restoration
2024-05-26 05:07:31
2024-05-26 06:38:31
91
completed
0
0.5
7.14199
12.32849
FTK-000000032
Kano
TEAM-0032
line_maintenance
2024-01-16 10:22:32
2024-01-16 12:10:32
108
completed
0
9.6
8.47375
11.19247
FTK-000000033
Ibadan
TEAM-0033
outage_restoration
2024-11-18 22:45:01
2024-11-19 02:56:01
251
completed
0
7.3
10.59499
7.45728
FTK-000000034
Kaduna
TEAM-0034
outage_restoration
2024-09-26 02:17:29
2024-09-26 05:40:29
203
completed
0
6.8
13.7074
11.40438
FTK-000000035
Eko
TEAM-0035
breaker_service
2024-09-27 03:54:11
2024-09-27 06:04:11
130
completed
0
9.5
6.78012
5.72465
FTK-000000036
Kaduna
TEAM-0036
meter_installation
2024-05-27 18:35:58
2024-05-27 21:48:58
193
completed
2
15.4
11.35141
10.46752
FTK-000000037
Ibadan
TEAM-0037
line_maintenance
2024-10-28 17:59:12
2024-10-28 18:28:12
29
completed
3
10.8
5.22722
10.80225
FTK-000000038
Port Harcourt
TEAM-0038
line_maintenance
2024-06-01 02:27:51
2024-06-01 05:41:51
194
completed
3
2.6
4.91623
10.18006
FTK-000000039
Jos
TEAM-0039
outage_restoration
2024-07-23 15:54:16
2024-07-23 17:52:16
118
completed
0
5.3
13.13686
14.62566
FTK-000000040
Ikeja
TEAM-0040
meter_installation
2024-12-27 09:39:19
2024-12-27 10:28:19
49
completed
0
3.8
13.3736
8.19146
FTK-000000041
Ikeja
TEAM-0041
transformer_service
2024-04-17 20:06:03
2024-04-17 21:53:03
107
completed
0
0.5
8.06454
6.98068
FTK-000000042
Ikeja
TEAM-0042
line_maintenance
2024-06-08 13:07:37
2024-06-08 14:52:37
105
completed
0
6.1
12.32595
12.06299
FTK-000000043
Ibadan
TEAM-0043
line_maintenance
2024-03-25 04:32:22
2024-03-25 04:58:22
26
completed
3
10.7
7.8283
10.20404
FTK-000000044
Jos
TEAM-0044
meter_installation
2024-11-27 00:34:40
2024-11-27 00:48:40
14
rescheduled
5
5.3
9.849
6.91275
FTK-000000045
Kano
TEAM-0045
line_maintenance
2024-11-01 09:22:36
2024-11-01 12:30:36
188
completed
4
14
9.73679
8.09611
FTK-000000046
Ikeja
TEAM-0046
customer_complaint_visit
2024-05-24 08:43:17
2024-05-24 11:59:17
196
partial
1
0.5
4.78121
5.12547
FTK-000000047
Abuja
TEAM-0047
outage_restoration
2024-04-30 01:23:42
2024-04-30 01:33:42
10
completed
1
5.2
11.05891
10.39281
FTK-000000048
Kano
TEAM-0048
breaker_service
2024-02-24 07:13:18
2024-02-24 09:51:18
158
rescheduled
3
11.2
5.17898
2.94076
FTK-000000049
Ibadan
TEAM-0049
breaker_service
2024-04-01 19:00:31
2024-04-01 20:24:31
84
rescheduled
1
7.7
9.81067
5.51279
FTK-000000050
Port Harcourt
TEAM-0050
outage_restoration
2024-07-11 03:15:29
2024-07-11 05:42:29
147
completed
1
15.2
9.72392
7.26331
FTK-000000051
Ikeja
TEAM-0051
transformer_service
2024-12-26 05:15:16
2024-12-26 07:30:16
135
partial
3
3.7
4.97538
14.2726
FTK-000000052
Ikeja
TEAM-0052
customer_complaint_visit
2024-08-06 11:12:47
2024-08-06 13:09:47
117
rescheduled
2
6.5
10.93072
7.06842
FTK-000000053
Port Harcourt
TEAM-0053
transformer_service
2024-10-20 19:02:41
2024-10-20 20:58:41
116
completed
4
17.7
9.30564
8.10874
FTK-000000054
Jos
TEAM-0054
outage_restoration
2024-12-13 12:24:50
2024-12-13 14:02:50
98
completed
1
3
8.39392
10.33557
FTK-000000055
Jos
TEAM-0055
meter_installation
2024-12-09 12:08:13
2024-12-09 12:18:13
10
completed
0
11.8
9.37112
6.87236
FTK-000000056
Abuja
TEAM-0056
outage_restoration
2024-06-19 01:10:40
2024-06-19 05:02:40
232
completed
0
5.7
12.42095
11.63719
FTK-000000057
Ibadan
TEAM-0057
meter_installation
2024-10-22 15:26:12
2024-10-22 18:36:12
190
completed
2
0.5
12.86911
9.60212
FTK-000000058
Abuja
TEAM-0058
customer_complaint_visit
2024-03-12 05:21:39
2024-03-12 09:04:39
223
completed
2
2.4
5.56244
8.44458
FTK-000000059
Enugu
TEAM-0059
outage_restoration
2024-12-29 09:16:33
2024-12-29 12:21:33
185
rescheduled
2
3.1
7.8404
8.68167
FTK-000000060
Ibadan
TEAM-0060
meter_installation
2024-10-11 01:15:14
2024-10-11 04:03:14
168
completed
2
8.1
6.08082
13.2894
FTK-000000061
Benin
TEAM-0061
outage_restoration
2024-11-28 15:40:37
2024-11-28 17:04:37
84
completed
0
4
8.52267
4.7328
FTK-000000062
Jos
TEAM-0062
meter_installation
2024-08-11 09:57:55
2024-08-11 11:37:55
100
completed
1
3.3
11.40119
10.05085
FTK-000000063
Benin
TEAM-0063
line_maintenance
2024-06-23 07:45:14
2024-06-23 10:02:14
137
completed
1
12.5
8.34285
14.40502
FTK-000000064
Ibadan
TEAM-0064
inspection
2024-08-30 08:02:19
2024-08-30 10:39:19
157
completed
4
7.8
5.59485
5.66181
FTK-000000065
Port Harcourt
TEAM-0065
outage_restoration
2024-03-20 05:19:18
2024-03-20 07:51:18
152
completed
2
7.5
10.85523
5.5272
FTK-000000066
Enugu
TEAM-0066
outage_restoration
2024-03-01 17:36:15
2024-03-01 20:13:15
157
completed
0
8.2
5.94474
14.11507
FTK-000000067
Kaduna
TEAM-0067
customer_complaint_visit
2024-02-24 00:41:54
2024-02-24 02:00:54
79
partial
2
4.2
11.7916
8.78619
FTK-000000068
Ibadan
TEAM-0068
outage_restoration
2024-03-23 03:30:50
2024-03-23 05:23:50
113
completed
3
9.9
10.06465
12.50075
FTK-000000069
Port Harcourt
TEAM-0069
inspection
2024-03-08 04:35:41
2024-03-08 07:29:41
174
completed
4
1.1
6.8637
11.95375
FTK-000000070
Port Harcourt
TEAM-0070
outage_restoration
2024-06-29 03:54:24
2024-06-29 04:35:24
41
completed
2
12.3
6.48544
7.11894
FTK-000000071
Ikeja
TEAM-0071
outage_restoration
2024-09-13 17:33:37
2024-09-13 20:12:37
159
completed
0
15.2
10.56985
7.1245
FTK-000000072
Kano
TEAM-0072
line_maintenance
2024-12-14 10:28:45
2024-12-14 12:31:45
123
partial
3
0.5
11.20736
11.33152
FTK-000000073
Enugu
TEAM-0073
outage_restoration
2024-11-24 06:39:11
2024-11-24 08:57:11
138
completed
0
12.3
7.54102
8.66419
FTK-000000074
Eko
TEAM-0074
meter_installation
2024-01-03 03:03:01
2024-01-03 05:08:01
125
cancelled
0
1.6
11.78153
10.20273
FTK-000000075
Eko
TEAM-0075
line_maintenance
2024-01-08 15:58:49
2024-01-08 16:46:49
48
completed
1
5.9
8.80865
10.87085
FTK-000000076
Port Harcourt
TEAM-0076
customer_complaint_visit
2024-03-01 08:08:31
2024-03-01 10:23:31
135
partial
3
4.1
4.82496
4.54139
FTK-000000077
Kaduna
TEAM-0077
inspection
2024-11-22 06:36:09
2024-11-22 07:56:09
80
completed
1
5.5
12.69866
11.66582
FTK-000000078
Kaduna
TEAM-0078
inspection
2024-08-13 23:32:59
2024-08-14 00:46:59
74
rescheduled
0
2.3
8.69372
7.81253
FTK-000000079
Benin
TEAM-0079
meter_installation
2024-12-01 07:13:04
2024-12-01 08:28:04
75
completed
1
9
11.90882
5.28434
FTK-000000080
Benin
TEAM-0080
meter_installation
2024-01-01 02:12:50
2024-01-01 06:00:50
228
cancelled
0
8.6
6.76038
4.6435
FTK-000000081
Jos
TEAM-0081
inspection
2024-05-02 01:38:16
2024-05-02 03:13:16
95
completed
2
13.8
7.5453
2.77829
FTK-000000082
Ibadan
TEAM-0082
meter_installation
2024-07-10 18:44:43
2024-07-10 19:53:43
69
completed
4
0.5
11.97351
6.23157
FTK-000000083
Enugu
TEAM-0083
meter_installation
2024-07-18 14:16:30
2024-07-18 15:53:30
97
completed
0
0.5
5.80095
11.87489
FTK-000000084
Kaduna
TEAM-0084
line_maintenance
2024-09-18 18:39:58
2024-09-18 20:26:58
107
cancelled
0
11.3
13.57164
2.8118
FTK-000000085
Kaduna
TEAM-0085
line_maintenance
2024-01-23 08:18:55
2024-01-23 09:55:55
97
partial
0
0.5
7.63282
4.7264
FTK-000000086
Ibadan
TEAM-0086
meter_installation
2024-01-26 17:01:22
2024-01-26 19:59:22
178
completed
3
18.3
6.42209
7.5477
FTK-000000087
Abuja
TEAM-0087
transformer_service
2024-10-28 08:02:29
2024-10-28 10:47:29
165
completed
2
9.6
12.63633
10.05676
FTK-000000088
Benin
TEAM-0088
meter_installation
2024-01-04 04:14:36
2024-01-04 06:08:36
114
completed
3
0.8
10.79318
4.26326
FTK-000000089
Port Harcourt
TEAM-0089
breaker_service
2024-04-16 17:54:25
2024-04-16 19:50:25
116
completed
1
14.1
13.54413
6.97312
FTK-000000090
Enugu
TEAM-0090
outage_restoration
2024-11-12 16:56:44
2024-11-12 19:24:44
148
completed
0
8
8.67377
6.85477
FTK-000000091
Ikeja
TEAM-0091
outage_restoration
2024-02-24 08:17:52
2024-02-24 09:34:52
77
completed
4
20.8
6.58951
5.467
FTK-000000092
Abuja
TEAM-0092
customer_complaint_visit
2024-12-27 12:49:18
2024-12-27 14:51:18
122
partial
5
11.5
9.27408
14.04655
FTK-000000093
Kano
TEAM-0093
meter_installation
2024-06-19 07:14:42
2024-06-19 07:53:42
39
completed
1
5
5.92651
10.2688
FTK-000000094
Ibadan
TEAM-0094
transformer_service
2024-03-06 02:34:14
2024-03-06 04:53:14
139
completed
5
9.1
8.93868
11.08746
FTK-000000095
Abuja
TEAM-0095
meter_installation
2024-07-16 18:11:34
2024-07-16 19:51:34
100
completed
2
10.9
7.8901
9.31654
FTK-000000096
Kano
TEAM-0096
meter_installation
2024-02-12 16:17:42
2024-02-12 18:43:42
146
cancelled
1
0.5
9.13111
10.27896
FTK-000000097
Kaduna
TEAM-0097
inspection
2024-09-20 07:28:56
2024-09-20 08:55:56
87
completed
4
7
10.47584
7.11085
FTK-000000098
Jos
TEAM-0098
customer_complaint_visit
2024-05-28 08:32:12
2024-05-28 10:01:12
89
partial
0
7.9
9.33553
4.80627
FTK-000000099
Enugu
TEAM-0099
line_maintenance
2024-05-24 06:51:54
2024-05-24 08:26:54
95
completed
3
4.9
12.85219
8.45146
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Field Technician Logs

Job logs with duration, travel, materials, outcome, and geolocation across DisCos.

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

## Schema

| column | dtype |

|---|---| | ticket_id | object | | disco | object | | team_id | object | | job_type | object | | start_time | object | | end_time | object | | duration_min | int64 | | outcome | object | | materials_used | int64 | | travel_km | float64 | | lat | float64 | | lon | float64 |

## Usage

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

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