Amon Dîn
Collection
A collection of datasets from the Nigerian Telecommunications Sector
•
34 items
•
Updated
•
1
Datasets:
work_order_id
stringlengths 10
10
| created_at
timestamp[ns]date 2025-09-01 00:00:00
2025-10-01 23:59:00
| tower_id
stringlengths 8
8
| city
stringclasses 15
values | operator
stringclasses 4
values | work_type
stringclasses 5
values | issue_type
stringclasses 8
values | priority
stringclasses 4
values | status
stringclasses 4
values | assigned_technician
stringclasses 900
values | estimated_duration_hours
int64 1
24
| actual_duration_hours
float64 1
168
⌀ | parts_cost_ngn
float64 0
500k
| labor_cost_ngn
float64 10k
100k
| downtime_caused_minutes
int64 0
480
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
WO00000001
| 2025-09-22T04:23:00
|
KAN-6161
|
Kano
|
Airtel
|
emergency
|
equipment_failure
|
critical
|
completed
|
TECH353
| 16
| 5
| 0
| 78,245.97
| 367
|
WO00000002
| 2025-09-22T16:34:00
|
BEN-5784
|
Benin City
|
Airtel
|
preventive
|
capacity_upgrade
|
low
|
scheduled
|
TECH327
| 19
| null | 0
| 59,698.44
| 0
|
WO00000003
| 2025-09-18T20:18:00
|
ABE-6857
|
Abeokuta
|
Glo
|
inspection
|
equipment_failure
|
low
|
completed
|
TECH906
| 10
| 148
| 0
| 74,118.5
| 0
|
WO00000004
| 2025-09-07T19:15:00
|
ILO-7382
|
Ilorin
|
Airtel
|
preventive
|
cable_damage
|
low
|
completed
|
TECH238
| 13
| 158
| 0
| 86,457.8
| 0
|
WO00000005
| 2025-09-24T17:54:00
|
ILO-9460
|
Ilorin
|
MTN
|
preventive
|
equipment_failure
|
low
|
completed
|
TECH162
| 16
| 167
| 0
| 93,689.54
| 0
|
WO00000006
| 2025-09-22T06:33:00
|
KAN-4760
|
Kano
|
MTN
|
preventive
|
battery_replacement
|
medium
|
scheduled
|
TECH727
| 17
| null | 0
| 60,649.74
| 0
|
WO00000007
| 2025-09-19T06:07:00
|
ONI-7281
|
Onitsha
|
Airtel
|
preventive
|
battery_replacement
|
low
|
scheduled
|
TECH271
| 8
| null | 0
| 69,891.66
| 0
|
WO00000008
| 2025-09-04T10:16:00
|
WAR-7520
|
Warri
|
MTN
|
emergency
|
equipment_failure
|
critical
|
scheduled
|
TECH132
| 20
| null | 0
| 26,910.29
| 416
|
WO00000009
| 2025-09-15T15:52:00
|
ENU-6876
|
Enugu
|
Glo
|
preventive
|
software_update
|
low
|
scheduled
|
TECH859
| 23
| null | 0
| 41,671.55
| 0
|
WO00000010
| 2025-09-21T22:33:00
|
LAG-4475
|
Lagos
|
Glo
|
corrective
|
antenna_misalignment
|
high
|
in_progress
|
TECH606
| 12
| null | 81,790.55
| 34,024.9
| 382
|
WO00000011
| 2025-09-11T02:32:00
|
ONI-8193
|
Onitsha
|
9mobile
|
emergency
|
software_update
|
high
|
completed
|
TECH130
| 4
| 21
| 0
| 38,657.01
| 54
|
WO00000012
| 2025-09-28T22:57:00
|
ONI-5408
|
Onitsha
|
9mobile
|
corrective
|
antenna_misalignment
|
medium
|
completed
|
TECH211
| 2
| 60
| 185,192.97
| 74,635.66
| 49
|
WO00000013
| 2025-09-02T03:36:00
|
ABA-7863
|
Aba
|
9mobile
|
preventive
|
equipment_failure
|
low
|
completed
|
TECH858
| 18
| 76
| 0
| 91,024.47
| 0
|
WO00000014
| 2025-09-19T09:29:00
|
WAR-5659
|
Warri
|
MTN
|
corrective
|
power_issue
|
medium
|
in_progress
|
TECH281
| 20
| null | 159,424.88
| 34,504.26
| 106
|
WO00000015
| 2025-09-14T23:45:00
|
JOS-3057
|
Jos
|
Glo
|
upgrade
|
power_issue
|
low
|
scheduled
|
TECH553
| 1
| null | 481,935.19
| 78,191.3
| 0
|
WO00000016
| 2025-09-10T23:14:00
|
IBA-9129
|
Ibadan
|
Airtel
|
emergency
|
software_update
|
critical
|
completed
|
TECH141
| 24
| 8
| 0
| 86,894.63
| 124
|
WO00000017
| 2025-10-01T06:31:00
|
ABU-7063
|
Abuja
|
Airtel
|
corrective
|
cooling_failure
|
medium
|
scheduled
|
TECH756
| 21
| null | 37,229.55
| 35,576.14
| 421
|
WO00000018
| 2025-09-19T18:28:00
|
LAG-7510
|
Lagos
|
MTN
|
emergency
|
power_issue
|
high
|
in_progress
|
TECH832
| 3
| null | 0
| 47,785.95
| 346
|
WO00000019
| 2025-09-26T19:40:00
|
ABA-1539
|
Aba
|
9mobile
|
preventive
|
battery_replacement
|
low
|
in_progress
|
TECH457
| 4
| null | 0
| 71,887.44
| 0
|
WO00000020
| 2025-09-24T00:46:00
|
ILO-4222
|
Ilorin
|
Glo
|
preventive
|
power_issue
|
low
|
in_progress
|
TECH633
| 4
| null | 0
| 74,876.23
| 0
|
WO00000021
| 2025-09-02T21:15:00
|
LAG-5775
|
Lagos
|
9mobile
|
corrective
|
software_update
|
high
|
completed
|
TECH911
| 9
| 22
| 387,353.42
| 72,780.43
| 356
|
WO00000022
| 2025-09-05T09:59:00
|
WAR-3624
|
Warri
|
Glo
|
emergency
|
equipment_failure
|
critical
|
in_progress
|
TECH527
| 18
| null | 0
| 91,452.21
| 102
|
WO00000023
| 2025-09-04T16:08:00
|
BEN-5182
|
Benin City
|
Glo
|
corrective
|
cooling_failure
|
high
|
completed
|
TECH222
| 16
| 11
| 33,666.76
| 55,177.56
| 209
|
WO00000024
| 2025-09-26T04:48:00
|
ENU-8987
|
Enugu
|
MTN
|
corrective
|
cable_damage
|
high
|
completed
|
TECH444
| 3
| 8
| 135,424.64
| 62,414.86
| 88
|
WO00000025
| 2025-09-02T22:11:00
|
ILO-2012
|
Ilorin
|
MTN
|
preventive
|
power_issue
|
medium
|
completed
|
TECH325
| 15
| 31
| 0
| 33,380.93
| 0
|
WO00000026
| 2025-09-18T22:35:00
|
ONI-1992
|
Onitsha
|
MTN
|
upgrade
|
antenna_misalignment
|
medium
|
cancelled
|
TECH786
| 8
| null | 196,159.86
| 26,520.44
| 0
|
WO00000027
| 2025-09-04T19:31:00
|
WAR-2297
|
Warri
|
MTN
|
preventive
|
capacity_upgrade
|
medium
|
scheduled
|
TECH739
| 12
| null | 0
| 25,531.46
| 0
|
WO00000028
| 2025-09-21T18:27:00
|
ABE-7884
|
Abeokuta
|
MTN
|
preventive
|
antenna_misalignment
|
low
|
completed
|
TECH142
| 19
| 80
| 0
| 94,354.04
| 0
|
WO00000029
| 2025-09-15T10:05:00
|
ILO-6872
|
Ilorin
|
Airtel
|
preventive
|
capacity_upgrade
|
low
|
scheduled
|
TECH715
| 24
| null | 0
| 96,047.46
| 0
|
WO00000030
| 2025-09-30T23:41:00
|
WAR-4680
|
Warri
|
9mobile
|
emergency
|
battery_replacement
|
critical
|
cancelled
|
TECH740
| 22
| null | 0
| 21,377.5
| 344
|
WO00000031
| 2025-09-04T22:06:00
|
ILO-1592
|
Ilorin
|
Airtel
|
preventive
|
power_issue
|
low
|
completed
|
TECH191
| 2
| 79
| 0
| 59,797.64
| 0
|
WO00000032
| 2025-09-17T08:55:00
|
KAD-4758
|
Kaduna
|
Glo
|
preventive
|
antenna_misalignment
|
low
|
completed
|
TECH306
| 1
| 94
| 0
| 37,239.95
| 0
|
WO00000033
| 2025-09-22T11:51:00
|
LAG-6466
|
Lagos
|
MTN
|
preventive
|
battery_replacement
|
medium
|
in_progress
|
TECH985
| 7
| null | 0
| 60,591.11
| 0
|
WO00000034
| 2025-09-24T06:54:00
|
LAG-6781
|
Lagos
|
Glo
|
corrective
|
equipment_failure
|
medium
|
in_progress
|
TECH862
| 6
| null | 449,527.99
| 13,296.96
| 291
|
WO00000035
| 2025-10-01T10:09:00
|
ABE-6974
|
Abeokuta
|
Glo
|
preventive
|
cable_damage
|
medium
|
completed
|
TECH960
| 21
| 35
| 0
| 26,334.24
| 0
|
WO00000036
| 2025-09-07T12:59:00
|
ENU-2619
|
Enugu
|
Glo
|
emergency
|
equipment_failure
|
critical
|
in_progress
|
TECH363
| 17
| null | 0
| 99,090.81
| 90
|
WO00000037
| 2025-09-05T17:07:00
|
ABU-2842
|
Abuja
|
MTN
|
upgrade
|
power_issue
|
medium
|
completed
|
TECH249
| 16
| 40
| 368,972.44
| 65,518.73
| 0
|
WO00000038
| 2025-09-27T17:59:00
|
ABA-6284
|
Aba
|
Airtel
|
preventive
|
power_issue
|
medium
|
in_progress
|
TECH882
| 3
| null | 0
| 81,184.47
| 0
|
WO00000039
| 2025-09-09T12:11:00
|
BEN-8406
|
Benin City
|
MTN
|
preventive
|
cooling_failure
|
medium
|
scheduled
|
TECH340
| 5
| null | 0
| 15,490.16
| 0
|
WO00000040
| 2025-09-01T07:11:00
|
ABA-1220
|
Aba
|
MTN
|
preventive
|
capacity_upgrade
|
medium
|
in_progress
|
TECH280
| 14
| null | 0
| 90,496.21
| 0
|
WO00000041
| 2025-09-16T19:23:00
|
ABA-8961
|
Aba
|
9mobile
|
corrective
|
equipment_failure
|
medium
|
in_progress
|
TECH423
| 12
| null | 391,735.58
| 84,907.9
| 195
|
WO00000042
| 2025-09-21T06:06:00
|
JOS-5677
|
Jos
|
9mobile
|
corrective
|
cooling_failure
|
medium
|
completed
|
TECH801
| 17
| 58
| 79,998.06
| 25,185.78
| 169
|
WO00000043
| 2025-09-29T03:46:00
|
ONI-1294
|
Onitsha
|
MTN
|
corrective
|
capacity_upgrade
|
high
|
completed
|
TECH444
| 1
| 18
| 272,925.41
| 71,689.75
| 424
|
WO00000044
| 2025-09-24T16:51:00
|
ABE-1352
|
Abeokuta
|
MTN
|
upgrade
|
equipment_failure
|
medium
|
scheduled
|
TECH908
| 18
| null | 379,636.79
| 11,217.07
| 0
|
WO00000045
| 2025-09-13T12:38:00
|
IBA-2089
|
Ibadan
|
MTN
|
corrective
|
cooling_failure
|
high
|
scheduled
|
TECH898
| 7
| null | 200,721.04
| 29,507.86
| 354
|
WO00000046
| 2025-09-05T03:17:00
|
ABU-9815
|
Abuja
|
Airtel
|
emergency
|
power_issue
|
critical
|
scheduled
|
TECH875
| 3
| null | 0
| 92,736.96
| 454
|
WO00000047
| 2025-09-23T06:09:00
|
BEN-8062
|
Benin City
|
Glo
|
preventive
|
power_issue
|
low
|
in_progress
|
TECH128
| 19
| null | 0
| 46,047.5
| 0
|
WO00000048
| 2025-09-23T12:24:00
|
POR-1846
|
Port Harcourt
|
Glo
|
emergency
|
capacity_upgrade
|
critical
|
scheduled
|
TECH822
| 19
| null | 0
| 34,753.6
| 335
|
WO00000049
| 2025-09-19T07:04:00
|
BEN-6408
|
Benin City
|
Glo
|
preventive
|
cooling_failure
|
low
|
completed
|
TECH420
| 23
| 127
| 0
| 74,545.13
| 0
|
WO00000050
| 2025-09-20T06:20:00
|
POR-7071
|
Port Harcourt
|
9mobile
|
preventive
|
equipment_failure
|
low
|
in_progress
|
TECH905
| 1
| null | 0
| 67,927.28
| 0
|
WO00000051
| 2025-09-10T09:51:00
|
LAG-9880
|
Lagos
|
Glo
|
upgrade
|
cable_damage
|
low
|
scheduled
|
TECH919
| 14
| null | 21,583.97
| 94,355.46
| 0
|
WO00000052
| 2025-09-24T04:30:00
|
BEN-7013
|
Benin City
|
Airtel
|
emergency
|
battery_replacement
|
critical
|
scheduled
|
TECH304
| 3
| null | 0
| 22,010.58
| 114
|
WO00000053
| 2025-09-13T21:53:00
|
LAG-4633
|
Lagos
|
Airtel
|
preventive
|
equipment_failure
|
medium
|
completed
|
TECH911
| 14
| 37
| 0
| 20,534.01
| 0
|
WO00000054
| 2025-09-18T06:33:00
|
ILO-1852
|
Ilorin
|
Airtel
|
preventive
|
equipment_failure
|
low
|
completed
|
TECH716
| 16
| 80
| 0
| 84,880.06
| 0
|
WO00000055
| 2025-09-15T04:51:00
|
BEN-3782
|
Benin City
|
Glo
|
corrective
|
equipment_failure
|
high
|
in_progress
|
TECH144
| 6
| null | 483,754.19
| 70,857.35
| 125
|
WO00000056
| 2025-09-09T02:44:00
|
ABU-3364
|
Abuja
|
Airtel
|
upgrade
|
cable_damage
|
low
|
completed
|
TECH344
| 8
| 113
| 481,733.7
| 60,184.17
| 0
|
WO00000057
| 2025-09-16T01:59:00
|
ILO-3408
|
Ilorin
|
Glo
|
emergency
|
equipment_failure
|
critical
|
scheduled
|
TECH205
| 22
| null | 0
| 15,793.2
| 394
|
WO00000058
| 2025-09-03T09:44:00
|
WAR-1594
|
Warri
|
Airtel
|
preventive
|
cable_damage
|
medium
|
completed
|
TECH639
| 3
| 30
| 0
| 38,333.15
| 0
|
WO00000059
| 2025-09-06T05:27:00
|
IBA-3586
|
Ibadan
|
MTN
|
preventive
|
capacity_upgrade
|
medium
|
in_progress
|
TECH643
| 7
| null | 0
| 63,799.3
| 0
|
WO00000060
| 2025-09-29T02:20:00
|
ABE-7092
|
Abeokuta
|
MTN
|
corrective
|
cooling_failure
|
high
|
in_progress
|
TECH105
| 5
| null | 140,529.59
| 50,574.71
| 430
|
WO00000061
| 2025-09-17T10:27:00
|
LAG-4276
|
Lagos
|
MTN
|
emergency
|
cooling_failure
|
critical
|
in_progress
|
TECH607
| 3
| null | 0
| 60,373.24
| 119
|
WO00000062
| 2025-09-03T15:02:00
|
ENU-9894
|
Enugu
|
Airtel
|
preventive
|
software_update
|
low
|
cancelled
|
TECH865
| 24
| null | 0
| 91,104.95
| 0
|
WO00000063
| 2025-09-26T18:34:00
|
ABU-4454
|
Abuja
|
MTN
|
upgrade
|
power_issue
|
low
|
completed
|
TECH271
| 7
| 119
| 18,656.18
| 21,031.17
| 0
|
WO00000064
| 2025-09-21T00:18:00
|
ENU-1474
|
Enugu
|
MTN
|
preventive
|
battery_replacement
|
low
|
completed
|
TECH225
| 13
| 153
| 0
| 64,377.38
| 0
|
WO00000065
| 2025-09-29T10:42:00
|
KAN-8902
|
Kano
|
Glo
|
corrective
|
software_update
|
high
|
completed
|
TECH270
| 10
| 21
| 420,681.65
| 13,551.46
| 77
|
WO00000066
| 2025-09-24T10:06:00
|
ABE-3004
|
Abeokuta
|
Airtel
|
inspection
|
cooling_failure
|
low
|
completed
|
TECH248
| 19
| 131
| 0
| 21,683.1
| 0
|
WO00000067
| 2025-09-10T06:09:00
|
JOS-8755
|
Jos
|
Airtel
|
preventive
|
antenna_misalignment
|
low
|
completed
|
TECH562
| 6
| 151
| 0
| 25,221.55
| 0
|
WO00000068
| 2025-09-27T20:36:00
|
WAR-3513
|
Warri
|
9mobile
|
corrective
|
capacity_upgrade
|
high
|
cancelled
|
TECH946
| 10
| null | 281,095.19
| 73,425.67
| 90
|
WO00000069
| 2025-09-26T09:30:00
|
LAG-7339
|
Lagos
|
Airtel
|
preventive
|
software_update
|
medium
|
in_progress
|
TECH862
| 10
| null | 0
| 16,957.02
| 0
|
WO00000070
| 2025-09-06T19:05:00
|
KAD-7375
|
Kaduna
|
9mobile
|
upgrade
|
cable_damage
|
low
|
scheduled
|
TECH727
| 22
| null | 95,668.42
| 33,818.49
| 0
|
WO00000071
| 2025-09-04T17:15:00
|
ABE-3836
|
Abeokuta
|
Airtel
|
corrective
|
battery_replacement
|
high
|
completed
|
TECH988
| 14
| 23
| 449,704.71
| 76,313.77
| 325
|
WO00000072
| 2025-09-02T16:39:00
|
ILO-7927
|
Ilorin
|
MTN
|
preventive
|
capacity_upgrade
|
low
|
completed
|
TECH456
| 18
| 118
| 0
| 75,936.23
| 0
|
WO00000073
| 2025-09-30T21:41:00
|
CAL-2931
|
Calabar
|
MTN
|
upgrade
|
cooling_failure
|
low
|
in_progress
|
TECH894
| 17
| null | 491,400.37
| 82,247.66
| 0
|
WO00000074
| 2025-10-01T23:00:00
|
ABA-3143
|
Aba
|
MTN
|
emergency
|
cable_damage
|
high
|
completed
|
TECH168
| 23
| 12
| 0
| 42,699.46
| 466
|
WO00000075
| 2025-09-13T09:22:00
|
WAR-6626
|
Warri
|
9mobile
|
corrective
|
cooling_failure
|
high
|
in_progress
|
TECH980
| 20
| null | 452,280.22
| 67,934.12
| 175
|
WO00000076
| 2025-09-12T00:19:00
|
POR-1246
|
Port Harcourt
|
Glo
|
inspection
|
equipment_failure
|
medium
|
completed
|
TECH789
| 1
| 37
| 0
| 21,404.42
| 0
|
WO00000077
| 2025-09-21T00:38:00
|
CAL-4932
|
Calabar
|
Airtel
|
emergency
|
capacity_upgrade
|
critical
|
in_progress
|
TECH840
| 16
| null | 0
| 19,870.96
| 418
|
WO00000078
| 2025-09-05T14:29:00
|
ENU-8178
|
Enugu
|
9mobile
|
preventive
|
capacity_upgrade
|
low
|
in_progress
|
TECH158
| 5
| null | 0
| 47,570.78
| 0
|
WO00000079
| 2025-09-07T22:51:00
|
KAD-6437
|
Kaduna
|
Glo
|
inspection
|
capacity_upgrade
|
low
|
completed
|
TECH217
| 6
| 87
| 0
| 69,612.1
| 0
|
WO00000080
| 2025-09-21T17:53:00
|
LAG-8877
|
Lagos
|
MTN
|
preventive
|
equipment_failure
|
medium
|
completed
|
TECH229
| 8
| 24
| 0
| 58,357.76
| 0
|
WO00000081
| 2025-09-02T13:05:00
|
IBA-6822
|
Ibadan
|
9mobile
|
emergency
|
power_issue
|
critical
|
in_progress
|
TECH915
| 10
| null | 0
| 26,092.46
| 248
|
WO00000082
| 2025-09-04T04:48:00
|
LAG-4425
|
Lagos
|
9mobile
|
preventive
|
battery_replacement
|
low
|
in_progress
|
TECH245
| 4
| null | 0
| 18,444.55
| 0
|
WO00000083
| 2025-09-23T09:17:00
|
ILO-7048
|
Ilorin
|
Glo
|
corrective
|
cooling_failure
|
high
|
scheduled
|
TECH725
| 7
| null | 300,015.35
| 12,525.4
| 121
|
WO00000084
| 2025-09-12T05:54:00
|
CAL-5999
|
Calabar
|
9mobile
|
preventive
|
cooling_failure
|
medium
|
completed
|
TECH259
| 18
| 47
| 0
| 68,421.23
| 0
|
WO00000085
| 2025-09-28T05:17:00
|
ILO-1891
|
Ilorin
|
Airtel
|
preventive
|
cable_damage
|
low
|
in_progress
|
TECH693
| 20
| null | 0
| 46,925.17
| 0
|
WO00000086
| 2025-09-08T03:49:00
|
LAG-8740
|
Lagos
|
Airtel
|
upgrade
|
cooling_failure
|
medium
|
in_progress
|
TECH779
| 23
| null | 478,735.5
| 34,674.63
| 0
|
WO00000087
| 2025-09-21T21:59:00
|
POR-1621
|
Port Harcourt
|
Airtel
|
preventive
|
capacity_upgrade
|
medium
|
scheduled
|
TECH691
| 11
| null | 0
| 70,252.74
| 0
|
WO00000088
| 2025-09-10T01:51:00
|
POR-6604
|
Port Harcourt
|
MTN
|
preventive
|
antenna_misalignment
|
medium
|
in_progress
|
TECH418
| 17
| null | 0
| 35,092.97
| 0
|
WO00000089
| 2025-09-15T23:24:00
|
ABE-4589
|
Abeokuta
|
Glo
|
emergency
|
battery_replacement
|
critical
|
completed
|
TECH114
| 9
| 6
| 0
| 73,835.55
| 407
|
WO00000090
| 2025-09-16T22:29:00
|
ABE-4402
|
Abeokuta
|
MTN
|
preventive
|
capacity_upgrade
|
medium
|
scheduled
|
TECH518
| 21
| null | 0
| 64,311.93
| 0
|
WO00000091
| 2025-09-13T19:35:00
|
JOS-9233
|
Jos
|
Glo
|
corrective
|
power_issue
|
medium
|
scheduled
|
TECH628
| 12
| null | 169,467.32
| 90,668.65
| 75
|
WO00000092
| 2025-09-13T16:13:00
|
ABA-2858
|
Aba
|
Airtel
|
preventive
|
cooling_failure
|
low
|
completed
|
TECH279
| 20
| 72
| 0
| 10,119.51
| 0
|
WO00000093
| 2025-09-25T17:52:00
|
ABU-3888
|
Abuja
|
Glo
|
corrective
|
cable_damage
|
high
|
completed
|
TECH416
| 24
| 18
| 495,763.99
| 81,174.04
| 96
|
WO00000094
| 2025-09-05T13:06:00
|
ONI-6461
|
Onitsha
|
Airtel
|
corrective
|
software_update
|
high
|
completed
|
TECH352
| 2
| 19
| 388,893.1
| 87,888.83
| 223
|
WO00000095
| 2025-09-28T14:47:00
|
IBA-5308
|
Ibadan
|
MTN
|
upgrade
|
cooling_failure
|
medium
|
completed
|
TECH424
| 18
| 36
| 156,669.96
| 38,417.58
| 0
|
WO00000096
| 2025-09-04T14:01:00
|
JOS-7004
|
Jos
|
Airtel
|
preventive
|
cooling_failure
|
low
|
scheduled
|
TECH339
| 10
| null | 0
| 40,424.15
| 0
|
WO00000097
| 2025-09-03T02:35:00
|
ONI-4120
|
Onitsha
|
Airtel
|
inspection
|
cooling_failure
|
low
|
in_progress
|
TECH484
| 11
| null | 0
| 39,652.11
| 0
|
WO00000098
| 2025-09-24T19:57:00
|
ABA-5660
|
Aba
|
Airtel
|
upgrade
|
equipment_failure
|
low
|
completed
|
TECH296
| 3
| 127
| 432,277.69
| 44,403.01
| 0
|
WO00000099
| 2025-09-03T18:24:00
|
WAR-9865
|
Warri
|
MTN
|
corrective
|
battery_replacement
|
medium
|
completed
|
TECH183
| 1
| 43
| 386,546.06
| 34,535.93
| 142
|
WO00000100
| 2025-09-10T14:49:00
|
BEN-6576
|
Benin City
|
9mobile
|
preventive
|
software_update
|
medium
|
completed
|
TECH738
| 22
| 24
| 0
| 33,651.19
| 0
|
End of preview. Expand
in Data Studio
Maintenance Work Orders
Dataset Description
Scheduled and unscheduled maintenance activities with cost and downtime tracking
Dataset Information
- Category: Infrastructure and Maintenance
- Format: CSV, Parquet
- Rows: 80,000
- Columns: 15
- Date Generated: 2025-10-05
- Location:
data/maintenance_work_orders/
Schema
| Column | Type | Sample Values |
|---|---|---|
work_order_id |
String | WO00000001 |
created_at |
Datetime | 2025-09-22 04:23:00 |
tower_id |
String | KAN-6161 |
city |
String | Kano |
operator |
String | Airtel |
work_type |
String | emergency |
issue_type |
String | equipment_failure |
priority |
String | critical |
status |
String | completed |
assigned_technician |
String | TECH353 |
estimated_duration_hours |
Integer | 16 |
actual_duration_hours |
Float | 5.0 |
parts_cost_ngn |
Float | 0.0 |
labor_cost_ngn |
Float | 78245.97 |
downtime_caused_minutes |
Integer | 367 |
Sample Data
work_order_id created_at tower_id city operator work_type issue_type priority status assigned_technician estimated_duration_hours actual_duration_hours parts_cost_ngn labor_cost_ngn downtime_caused_minutes
WO00000001 2025-09-22 04:23:00 KAN-6161 Kano Airtel emergency equipment_failure critical completed TECH353 16 5.0 0.0 78245.97 367
WO00000002 2025-09-22 16:34:00 BEN-5784 Benin City Airtel preventive capacity_upgrade low scheduled TECH327 19 NaN 0.0 59698.44 0
WO00000003 2025-09-18 20:18:00 ABE-6857 Abeokuta Glo inspection equipment_failure low completed TECH906 10 148.0 0.0 74118.50 0
Nigerian Context
This dataset incorporates authentic Nigerian telecommunications characteristics:
- Geographic Coverage: Major Nigerian cities including Lagos, Abuja, Kano, Port Harcourt, Ibadan
- Operators: MTN, Airtel, Glo, 9mobile with realistic market shares
- Phone Numbers: Nigerian format (+234 prefixes)
- Currency: Nigerian Naira (NGN)
- Time Zone: West Africa Time (WAT, UTC+1)
- Network Types: 2G, 3G, 4G, 5G distribution
File Formats
CSV
data/maintenance_work_orders/maintenance_work_orders.csv
Parquet (Recommended)
data/maintenance_work_orders/maintenance_work_orders.parquet
Loading the Dataset
Python (Pandas)
import pandas as pd
# Load CSV
df = pd.read_csv('data/maintenance_work_orders/maintenance_work_orders.csv')
# Load Parquet (recommended for large datasets)
df = pd.read_parquet('data/maintenance_work_orders/maintenance_work_orders.parquet')
Python (PyArrow)
import pyarrow.parquet as pq
# Load Parquet
table = pq.read_table('data/maintenance_work_orders/maintenance_work_orders.parquet')
df = table.to_pandas()
License
MIT License - For educational and research purposes
Citation
Nigerian Telecom Datasets - Maintenance Work Orders
Generated: 2025-10-05
Category: Infrastructure and Maintenance
Rows: 80,000
Related Datasets
This dataset is part of the Nigerian Telecom Datasets collection, which includes 34 datasets covering network performance, customer behavior, financial transactions, infrastructure, geospatial data, customer experience, and emerging technologies.
- Downloads last month
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Size of downloaded dataset files:
2.96 MB
Size of the auto-converted Parquet files:
2.96 MB
Number of rows:
80,000