Amon Dîn
Collection
A collection of datasets from the Nigerian Telecommunications Sector
•
34 items
•
Updated
•
1
Datasets:
Dataset Viewer
deployment_id
stringlengths 11
11
| timestamp
timestamp[ns]date 2025-09-01 00:00:19
2025-10-01 23:59:45
| deployment_type
stringclasses 7
values | city
stringclasses 15
values | tower_id
stringlengths 8
8
| num_active_devices
int64 50
10k
| sensor_types
stringlengths 10
58
| total_messages_per_hour
int64 0
588k
| avg_message_size_bytes
int64 50
500
| total_data_mb_per_hour
float64 0
233
| network_type
stringclasses 3
values | battery_powered_percent
float64 60
100
| connection_success_rate
float64 92
99.9
| operator
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
IOT00000001
| 2025-09-08T16:16:06
|
logistics
|
Abeokuta
|
ABE-9455
| 430
|
motion, temperature, humidity, gps
| 5,160
| 161
| 0.88
|
NB-IoT
| 93.59
| 97.17
|
MTN
|
IOT00000002
| 2025-09-08T04:09:24
|
smart_city
|
Enugu
|
ENU-2778
| 6,922
|
humidity, water_level, sound, motion
| 20,766
| 447
| 6.16
|
5G
| 98.63
| 95.18
|
Glo
|
IOT00000003
| 2025-09-15T19:58:11
|
logistics
|
Aba
|
ABA-2824
| 333
|
humidity, motion, light, air_quality
| 7,992
| 328
| 2.42
|
NB-IoT
| 70.9
| 98.44
|
Airtel
|
IOT00000004
| 2025-09-26T15:35:23
|
manufacturing
|
Abuja
|
ABU-5765
| 443
|
vibration, gps, water_level, temperature, light
| 9,746
| 81
| 0.52
|
5G
| 83.11
| 95.56
|
Glo
|
IOT00000005
| 2025-09-30T09:42:38
|
environmental_monitoring
|
Jos
|
JOS-2935
| 9,114
|
air_quality, water_level
| 63,798
| 468
| 10.46
|
5G
| 64.87
| 92.56
|
MTN
|
IOT00000006
| 2025-09-07T23:54:41
|
healthcare
|
Ibadan
|
IBA-7106
| 310
|
pressure, water_level, temperature, sound, gps
| 5,580
| 267
| 0.41
|
5G
| 93.17
| 99.8
|
MTN
|
IOT00000007
| 2025-09-12T15:19:57
|
smart_city
|
Kano
|
KAN-4329
| 9,492
|
humidity, gps
| 9,492
| 89
| 0.48
|
4G
| 91.02
| 92.27
|
MTN
|
IOT00000008
| 2025-09-18T21:03:01
|
agriculture
|
Benin City
|
BEN-9912
| 479
|
temperature, humidity, light, gps
| 0
| 343
| 0
|
5G
| 98.84
| 97.01
|
MTN
|
IOT00000009
| 2025-09-13T05:10:33
|
smart_city
|
Lagos
|
LAG-1805
| 2,708
|
pressure, air_quality, light
| 10,832
| 132
| 3.39
|
NB-IoT
| 82.22
| 92.93
|
Glo
|
IOT00000010
| 2025-09-29T00:36:28
|
agriculture
|
Ilorin
|
ILO-5739
| 404
|
humidity, air_quality
| 0
| 469
| 0
|
4G
| 69.16
| 97.06
|
MTN
|
IOT00000011
| 2025-09-11T17:29:44
|
environmental_monitoring
|
Enugu
|
ENU-6299
| 1,353
|
air_quality, motion, water_level, humidity
| 4,059
| 492
| 1.46
|
4G
| 74.5
| 95.43
|
9mobile
|
IOT00000012
| 2025-09-27T10:18:07
|
smart_city
|
Abeokuta
|
ABE-5285
| 6,191
|
temperature, light, sound
| 6,191
| 270
| 1.91
|
5G
| 65.16
| 96.58
|
9mobile
|
IOT00000013
| 2025-09-06T13:38:27
|
smart_city
|
Jos
|
JOS-4813
| 3,980
|
vibration, water_level
| 3,980
| 327
| 1.45
|
NB-IoT
| 84.13
| 92.03
|
Glo
|
IOT00000014
| 2025-09-07T11:33:13
|
environmental_monitoring
|
Onitsha
|
ONI-1555
| 3,164
|
sound, gps, air_quality
| 3,164
| 477
| 0.67
|
5G
| 99.49
| 94.12
|
Glo
|
IOT00000015
| 2025-09-02T02:07:15
|
environmental_monitoring
|
Ilorin
|
ILO-2924
| 7,851
|
water_level, sound
| 23,553
| 283
| 1.57
|
4G
| 88.19
| 99.7
|
9mobile
|
IOT00000016
| 2025-10-01T03:03:46
|
agriculture
|
Kaduna
|
KAD-2688
| 486
|
light, sound, pressure, vibration
| 0
| 429
| 0
|
5G
| 61.85
| 97.79
|
9mobile
|
IOT00000017
| 2025-09-21T08:16:55
|
logistics
|
Kano
|
KAN-7657
| 56
|
pressure, water_level, air_quality
| 952
| 84
| 0.18
|
4G
| 80.67
| 98
|
9mobile
|
IOT00000018
| 2025-09-26T09:36:11
|
healthcare
|
Benin City
|
BEN-6863
| 231
|
pressure, vibration, humidity, gps, air_quality
| 4,851
| 407
| 1.83
|
5G
| 67.87
| 97.07
|
Airtel
|
IOT00000019
| 2025-09-09T16:40:13
|
logistics
|
Ilorin
|
ILO-1884
| 120
|
vibration, water_level
| 2,040
| 477
| 0.87
|
4G
| 62.45
| 93.1
|
MTN
|
IOT00000020
| 2025-09-27T03:30:59
|
energy_management
|
Kano
|
KAN-4647
| 497
|
air_quality, water_level, humidity, motion
| 994
| 213
| 0.3
|
5G
| 76.11
| 99.12
|
Glo
|
IOT00000021
| 2025-10-01T01:50:49
|
manufacturing
|
Warri
|
WAR-9899
| 273
|
sound, vibration, gps, temperature
| 34,944
| 459
| 12.76
|
5G
| 67.82
| 98.01
|
9mobile
|
IOT00000022
| 2025-09-22T21:15:10
|
healthcare
|
Abuja
|
ABU-8832
| 436
|
air_quality, temperature, humidity
| 7,848
| 314
| 1.71
|
4G
| 96.83
| 92.09
|
Glo
|
IOT00000023
| 2025-09-30T22:01:39
|
healthcare
|
Onitsha
|
ONI-5462
| 58
|
motion, temperature
| 870
| 287
| 0.09
|
4G
| 60.49
| 93.17
|
Airtel
|
IOT00000024
| 2025-09-08T12:15:32
|
agriculture
|
Calabar
|
CAL-1703
| 365
|
air_quality, sound
| 0
| 134
| 0
|
5G
| 85.86
| 97.3
|
Glo
|
IOT00000025
| 2025-09-20T21:00:20
|
agriculture
|
Onitsha
|
ONI-6778
| 947
|
gps, humidity, pressure, temperature
| 947
| 364
| 0.05
|
5G
| 87.01
| 97.23
|
Glo
|
IOT00000026
| 2025-09-16T07:26:32
|
energy_management
|
Aba
|
ABA-5466
| 707
|
temperature, water_level, motion
| 0
| 315
| 0
|
5G
| 61.51
| 93.02
|
Glo
|
IOT00000027
| 2025-09-16T03:38:24
|
healthcare
|
Calabar
|
CAL-1026
| 489
|
temperature, pressure, humidity
| 6,846
| 496
| 2.94
|
5G
| 78.43
| 92.22
|
Airtel
|
IOT00000028
| 2025-09-09T14:40:09
|
agriculture
|
Port Harcourt
|
POR-8009
| 332
|
pressure, humidity, temperature
| 0
| 489
| 0
|
5G
| 63.93
| 92.53
|
9mobile
|
IOT00000029
| 2025-09-17T12:04:07
|
energy_management
|
Benin City
|
BEN-8930
| 490
|
vibration, humidity, light, temperature
| 0
| 70
| 0
|
5G
| 64.27
| 97.78
|
Airtel
|
IOT00000030
| 2025-09-27T16:06:54
|
smart_city
|
Ibadan
|
IBA-4841
| 3,102
|
gps, vibration, humidity, pressure
| 6,204
| 277
| 1.82
|
NB-IoT
| 72.35
| 92.59
|
9mobile
|
IOT00000031
| 2025-09-08T07:07:02
|
energy_management
|
Abeokuta
|
ABE-4924
| 188
|
sound, air_quality, pressure
| 0
| 105
| 0
|
5G
| 95
| 96.46
|
MTN
|
IOT00000032
| 2025-09-21T01:37:58
|
healthcare
|
Onitsha
|
ONI-8839
| 206
|
gps, pressure, light, vibration
| 2,678
| 151
| 0.76
|
5G
| 70.94
| 98.31
|
Glo
|
IOT00000033
| 2025-09-02T22:46:45
|
logistics
|
Port Harcourt
|
POR-6559
| 336
|
pressure, air_quality
| 5,712
| 122
| 2.63
|
4G
| 85.5
| 97.19
|
Airtel
|
IOT00000034
| 2025-09-19T17:20:41
|
agriculture
|
Benin City
|
BEN-6491
| 379
|
humidity, motion
| 379
| 421
| 0.1
|
NB-IoT
| 95.55
| 95.48
|
MTN
|
IOT00000035
| 2025-09-12T18:38:41
|
logistics
|
Warri
|
WAR-2657
| 125
|
temperature, air_quality, sound, water_level, light
| 6,250
| 290
| 1.63
|
4G
| 81.82
| 96.4
|
Airtel
|
IOT00000036
| 2025-09-11T14:46:36
|
environmental_monitoring
|
Kano
|
KAN-7513
| 6,498
|
water_level, vibration, light
| 19,494
| 117
| 1.82
|
4G
| 84.37
| 99.84
|
9mobile
|
IOT00000037
| 2025-09-06T14:46:44
|
manufacturing
|
Abuja
|
ABU-5673
| 316
|
water_level, light, temperature
| 4,108
| 369
| 1.61
|
NB-IoT
| 74.78
| 98.68
|
Airtel
|
IOT00000038
| 2025-09-21T09:33:07
|
logistics
|
Ibadan
|
IBA-6099
| 348
|
gps, vibration, humidity
| 5,916
| 257
| 0.85
|
5G
| 64
| 98.15
|
Glo
|
IOT00000039
| 2025-09-02T06:08:32
|
energy_management
|
Port Harcourt
|
POR-1173
| 623
|
gps, sound, water_level
| 4,361
| 96
| 1.71
|
NB-IoT
| 78.17
| 92.99
|
9mobile
|
IOT00000040
| 2025-09-26T23:08:41
|
environmental_monitoring
|
Ibadan
|
IBA-7497
| 1,228
|
water_level, air_quality
| 2,456
| 106
| 0.13
|
5G
| 85.3
| 92.49
|
Airtel
|
IOT00000041
| 2025-09-24T01:50:54
|
environmental_monitoring
|
Enugu
|
ENU-7800
| 1,355
|
gps, air_quality, vibration
| 1,355
| 177
| 0.56
|
4G
| 61.67
| 92.16
|
MTN
|
IOT00000042
| 2025-09-29T13:27:51
|
smart_city
|
Enugu
|
ENU-1462
| 9,223
|
air_quality, temperature, gps
| 18,446
| 432
| 7.46
|
4G
| 96.65
| 94.09
|
MTN
|
IOT00000043
| 2025-09-26T22:53:36
|
environmental_monitoring
|
Kano
|
KAN-3208
| 7,906
|
pressure, water_level, vibration
| 7,906
| 387
| 1.56
|
4G
| 89.58
| 93.44
|
9mobile
|
IOT00000044
| 2025-09-01T20:07:46
|
smart_city
|
Onitsha
|
ONI-2941
| 2,306
|
water_level, temperature, sound, air_quality
| 4,612
| 338
| 1.21
|
NB-IoT
| 74.14
| 98.57
|
Glo
|
IOT00000045
| 2025-09-27T01:34:35
|
manufacturing
|
Abeokuta
|
ABE-8826
| 299
|
air_quality, sound, motion
| 5,980
| 141
| 1.24
|
5G
| 90.87
| 98.1
|
Glo
|
IOT00000046
| 2025-09-19T03:52:34
|
energy_management
|
Aba
|
ABA-3387
| 683
|
sound, humidity, pressure, light
| 683
| 440
| 0.2
|
NB-IoT
| 64
| 95.96
|
Glo
|
IOT00000047
| 2025-09-13T05:42:05
|
environmental_monitoring
|
Abeokuta
|
ABE-1926
| 9,020
|
vibration, temperature
| 9,020
| 268
| 1.79
|
4G
| 62.81
| 98.36
|
9mobile
|
IOT00000048
| 2025-10-01T09:50:12
|
smart_city
|
Enugu
|
ENU-1846
| 7,096
|
temperature, water_level, sound
| 7,096
| 333
| 0.51
|
4G
| 95.28
| 93.2
|
Glo
|
IOT00000049
| 2025-09-22T01:11:51
|
manufacturing
|
Abeokuta
|
ABE-4162
| 279
|
sound, water_level
| 17,298
| 431
| 3.12
|
5G
| 95.02
| 93.84
|
Airtel
|
IOT00000050
| 2025-09-11T13:39:50
|
manufacturing
|
Abuja
|
ABU-9769
| 438
|
light, humidity, temperature, gps
| 9,198
| 117
| 1.64
|
NB-IoT
| 64.1
| 97.14
|
MTN
|
IOT00000051
| 2025-09-15T20:25:41
|
logistics
|
Abuja
|
ABU-7366
| 294
|
motion, light, sound
| 42,336
| 304
| 12.15
|
5G
| 79.1
| 94.8
|
9mobile
|
IOT00000052
| 2025-09-27T17:07:07
|
healthcare
|
Aba
|
ABA-7470
| 356
|
air_quality, humidity, gps, vibration, pressure
| 7,120
| 109
| 1.37
|
4G
| 82.94
| 95.29
|
9mobile
|
IOT00000053
| 2025-09-07T11:18:17
|
environmental_monitoring
|
Jos
|
JOS-1269
| 5,796
|
water_level, pressure, sound
| 5,796
| 160
| 1.34
|
5G
| 79.77
| 95.24
|
MTN
|
IOT00000054
| 2025-09-11T20:47:40
|
manufacturing
|
Abuja
|
ABU-7298
| 54
|
sound, vibration, motion, air_quality
| 648
| 228
| 0.26
|
NB-IoT
| 78.34
| 93.59
|
Airtel
|
IOT00000055
| 2025-09-26T09:49:12
|
logistics
|
Enugu
|
ENU-1625
| 146
|
water_level, motion, temperature, light, vibration
| 4,526
| 243
| 1.63
|
4G
| 62.58
| 94.25
|
Airtel
|
IOT00000056
| 2025-09-22T01:37:48
|
healthcare
|
Jos
|
JOS-6821
| 461
|
gps, air_quality, sound, water_level, motion
| 5,532
| 378
| 0.4
|
4G
| 72.36
| 99.66
|
Airtel
|
IOT00000057
| 2025-09-19T21:07:48
|
energy_management
|
Kano
|
KAN-5158
| 153
|
sound, air_quality, vibration, pressure, gps
| 0
| 417
| 0
|
NB-IoT
| 66.15
| 93.85
|
Glo
|
IOT00000058
| 2025-09-03T13:42:40
|
energy_management
|
Ilorin
|
ILO-3807
| 524
|
gps, light, vibration
| 524
| 109
| 0.18
|
4G
| 63.21
| 99.45
|
MTN
|
IOT00000059
| 2025-09-14T07:19:36
|
agriculture
|
Kano
|
KAN-4136
| 778
|
light, gps, air_quality, sound, pressure
| 1,556
| 184
| 0.55
|
4G
| 71.87
| 96.09
|
MTN
|
IOT00000060
| 2025-09-23T07:46:57
|
logistics
|
Warri
|
WAR-1231
| 383
|
gps, light, vibration
| 59,748
| 372
| 18.75
|
NB-IoT
| 61.64
| 94.97
|
Airtel
|
IOT00000061
| 2025-09-19T19:34:28
|
healthcare
|
Benin City
|
BEN-7427
| 352
|
temperature, water_level, gps
| 6,336
| 393
| 0.91
|
5G
| 89.36
| 97.96
|
Airtel
|
IOT00000062
| 2025-09-25T22:38:06
|
healthcare
|
Ilorin
|
ILO-4329
| 359
|
vibration, light, water_level
| 7,898
| 135
| 2.35
|
NB-IoT
| 88.62
| 92.35
|
Glo
|
IOT00000063
| 2025-09-08T09:52:53
|
manufacturing
|
Kaduna
|
KAD-6688
| 279
|
air_quality, water_level, motion, vibration
| 14,229
| 265
| 3.05
|
5G
| 62.01
| 97.83
|
9mobile
|
IOT00000064
| 2025-09-18T23:38:07
|
agriculture
|
Lagos
|
LAG-8469
| 379
|
humidity, vibration, light, water_level
| 1,895
| 216
| 0.5
|
4G
| 99.1
| 96.08
|
Glo
|
IOT00000065
| 2025-09-01T00:40:52
|
smart_city
|
Ibadan
|
IBA-5715
| 7,570
|
pressure, vibration
| 37,850
| 66
| 9.75
|
5G
| 66.47
| 97.73
|
Glo
|
IOT00000066
| 2025-09-16T06:11:00
|
energy_management
|
Jos
|
JOS-4102
| 108
|
vibration, pressure, humidity, air_quality, gps
| 108
| 490
| 0.03
|
5G
| 89.62
| 93.11
|
Glo
|
IOT00000067
| 2025-09-16T04:08:32
|
healthcare
|
Onitsha
|
ONI-7563
| 244
|
temperature, gps, water_level, humidity
| 6,100
| 456
| 2.4
|
4G
| 90.74
| 93.42
|
9mobile
|
IOT00000068
| 2025-09-19T03:14:29
|
logistics
|
Ilorin
|
ILO-9039
| 305
|
vibration, temperature, water_level, air_quality
| 7,320
| 197
| 1.43
|
5G
| 63.09
| 97.43
|
MTN
|
IOT00000069
| 2025-09-25T10:54:52
|
healthcare
|
Enugu
|
ENU-7469
| 141
|
air_quality, pressure
| 5,499
| 120
| 2.43
|
4G
| 81.37
| 93.22
|
MTN
|
IOT00000070
| 2025-09-30T18:26:02
|
smart_city
|
Benin City
|
BEN-3525
| 8,839
|
humidity, gps, temperature
| 17,678
| 396
| 2.58
|
4G
| 81.27
| 93.27
|
9mobile
|
IOT00000071
| 2025-09-01T10:14:39
|
environmental_monitoring
|
Ibadan
|
IBA-7987
| 7,261
|
air_quality, temperature, light, pressure
| 7,261
| 68
| 0.62
|
4G
| 86
| 98.9
|
9mobile
|
IOT00000072
| 2025-09-23T13:13:58
|
smart_city
|
Calabar
|
CAL-3824
| 1,850
|
temperature, gps
| 1,850
| 169
| 0.54
|
NB-IoT
| 70.9
| 96.82
|
9mobile
|
IOT00000073
| 2025-09-01T18:11:27
|
environmental_monitoring
|
Abuja
|
ABU-6333
| 4,331
|
temperature, gps, pressure
| 4,331
| 160
| 1.03
|
5G
| 75.2
| 95.4
|
MTN
|
IOT00000074
| 2025-09-20T11:16:04
|
healthcare
|
Calabar
|
CAL-7278
| 67
|
sound, light
| 1,072
| 435
| 0.13
|
5G
| 76.36
| 97.22
|
Glo
|
IOT00000075
| 2025-10-01T04:14:13
|
manufacturing
|
Benin City
|
BEN-7307
| 193
|
pressure, vibration, temperature
| 57,900
| 393
| 14.36
|
4G
| 72.2
| 92.63
|
MTN
|
IOT00000076
| 2025-09-19T19:28:20
|
smart_city
|
Benin City
|
BEN-9734
| 3,220
|
pressure, gps, sound, temperature
| 16,100
| 377
| 5.22
|
NB-IoT
| 70.5
| 98.74
|
Airtel
|
IOT00000077
| 2025-09-18T08:16:03
|
logistics
|
Jos
|
JOS-4496
| 227
|
gps, pressure
| 8,853
| 89
| 1.81
|
4G
| 91.23
| 96.95
|
Glo
|
IOT00000078
| 2025-09-15T12:03:57
|
healthcare
|
Kaduna
|
KAD-5120
| 416
|
humidity, temperature, motion
| 5,408
| 296
| 1.06
|
4G
| 87.81
| 95.74
|
Airtel
|
IOT00000079
| 2025-09-04T20:58:06
|
manufacturing
|
Benin City
|
BEN-9592
| 52
|
humidity, motion, gps, vibration
| 1,248
| 137
| 0.26
|
4G
| 62.36
| 94.62
|
Glo
|
IOT00000080
| 2025-09-08T15:52:32
|
energy_management
|
Kano
|
KAN-6879
| 547
|
light, air_quality, temperature, motion
| 1,094
| 90
| 0.19
|
5G
| 68.88
| 99.29
|
9mobile
|
IOT00000081
| 2025-09-15T12:57:16
|
energy_management
|
Port Harcourt
|
POR-1419
| 703
|
vibration, air_quality, temperature, motion, light
| 0
| 102
| 0
|
4G
| 95.24
| 97.51
|
Glo
|
IOT00000082
| 2025-09-06T02:50:27
|
energy_management
|
Kaduna
|
KAD-8761
| 100
|
temperature, water_level, vibration
| 0
| 270
| 0
|
5G
| 80.89
| 93.33
|
9mobile
|
IOT00000083
| 2025-09-05T22:04:32
|
energy_management
|
Kaduna
|
KAD-2519
| 391
|
vibration, gps
| 391
| 416
| 0.03
|
NB-IoT
| 85.82
| 99.16
|
9mobile
|
IOT00000084
| 2025-09-02T13:15:37
|
manufacturing
|
Enugu
|
ENU-1735
| 214
|
sound, water_level, motion, light, vibration
| 3,852
| 132
| 1.8
|
4G
| 82.84
| 96.12
|
Airtel
|
IOT00000085
| 2025-09-09T01:32:31
|
energy_management
|
Aba
|
ABA-9246
| 414
|
humidity, air_quality
| 1,242
| 281
| 0.33
|
5G
| 96.25
| 94.56
|
Glo
|
IOT00000086
| 2025-09-20T10:26:34
|
logistics
|
Abuja
|
ABU-9851
| 410
|
pressure, temperature
| 5,330
| 188
| 1.92
|
5G
| 67.84
| 98.55
|
9mobile
|
IOT00000087
| 2025-09-21T13:49:45
|
healthcare
|
Abuja
|
ABU-1103
| 407
|
sound, water_level, pressure
| 4,884
| 268
| 2
|
4G
| 93.29
| 98.27
|
MTN
|
IOT00000088
| 2025-09-01T03:36:33
|
manufacturing
|
Ibadan
|
IBA-8554
| 249
|
pressure, humidity
| 5,976
| 57
| 0.47
|
4G
| 79.86
| 99.37
|
MTN
|
IOT00000089
| 2025-09-19T20:48:38
|
logistics
|
Port Harcourt
|
POR-5538
| 226
|
vibration, humidity, water_level, motion
| 4,068
| 236
| 0.54
|
5G
| 60.58
| 98.24
|
MTN
|
IOT00000090
| 2025-09-03T03:24:56
|
agriculture
|
Calabar
|
CAL-7814
| 715
|
air_quality, gps, pressure, sound, water_level
| 7,865
| 364
| 1.4
|
4G
| 76.62
| 95.15
|
MTN
|
IOT00000091
| 2025-09-27T17:31:40
|
manufacturing
|
Calabar
|
CAL-4992
| 178
|
vibration, gps, motion
| 12,816
| 156
| 4.29
|
5G
| 91.85
| 97.38
|
Glo
|
IOT00000092
| 2025-09-10T08:42:40
|
manufacturing
|
Enugu
|
ENU-7795
| 356
|
sound, vibration, light, air_quality, humidity
| 41,296
| 71
| 15.79
|
NB-IoT
| 87.86
| 94.07
|
MTN
|
IOT00000093
| 2025-09-12T20:22:16
|
manufacturing
|
Enugu
|
ENU-4521
| 278
|
vibration, light, water_level, temperature, gps
| 4,170
| 323
| 0.78
|
4G
| 64.01
| 99.3
|
Airtel
|
IOT00000094
| 2025-09-21T16:09:36
|
manufacturing
|
Ilorin
|
ILO-6065
| 471
|
pressure, light, air_quality, gps
| 5,652
| 212
| 2.56
|
4G
| 93.54
| 95.24
|
Airtel
|
IOT00000095
| 2025-09-04T21:29:24
|
environmental_monitoring
|
Aba
|
ABA-6724
| 5,348
|
gps, water_level
| 16,044
| 229
| 2.37
|
4G
| 70.42
| 99.29
|
Glo
|
IOT00000096
| 2025-09-30T02:27:58
|
energy_management
|
Aba
|
ABA-8270
| 915
|
pressure, humidity, water_level, light
| 915
| 435
| 0.18
|
4G
| 87.59
| 98.81
|
9mobile
|
IOT00000097
| 2025-09-03T11:04:24
|
smart_city
|
Benin City
|
BEN-3494
| 4,666
|
vibration, light, water_level, air_quality
| 4,666
| 304
| 1.33
|
NB-IoT
| 83.58
| 99.48
|
MTN
|
IOT00000098
| 2025-10-01T03:29:15
|
environmental_monitoring
|
Ilorin
|
ILO-9887
| 5,643
|
water_level, temperature
| 28,215
| 415
| 4.41
|
5G
| 94.62
| 94.26
|
9mobile
|
IOT00000099
| 2025-09-20T06:14:32
|
logistics
|
Calabar
|
CAL-3600
| 215
|
sound, light, gps, air_quality, motion
| 7,525
| 205
| 1.43
|
4G
| 60.37
| 92.94
|
Glo
|
IOT00000100
| 2025-09-21T01:33:39
|
energy_management
|
Abeokuta
|
ABE-8073
| 380
|
humidity, motion, temperature, air_quality
| 760
| 75
| 0.35
|
5G
| 72.3
| 92.96
|
Glo
|
End of preview. Expand
in Data Studio
Massive Internet of Things Traffic Datasets
Dataset Description
Traffic patterns from large-scale IoT deployments
Dataset Information
- Category: Emerging and Advanced
- Format: CSV, Parquet
- Rows: 500,000
- Columns: 14
- Date Generated: 2025-10-05
- Location:
data/massive_internet_of_things_traffic_datasets/
Schema
| Column | Type | Sample Values |
|---|---|---|
deployment_id |
String | IOT00000001 |
timestamp |
Datetime | 2025-09-08 16:16:06 |
deployment_type |
String | logistics |
city |
String | Abeokuta |
tower_id |
String | ABE-9455 |
num_active_devices |
Integer | 430 |
sensor_types |
String | motion, temperature, humidity, gps |
total_messages_per_hour |
Integer | 5160 |
avg_message_size_bytes |
Integer | 161 |
total_data_mb_per_hour |
Float | 0.88 |
network_type |
String | NB-IoT |
battery_powered_percent |
Float | 93.59 |
connection_success_rate |
Float | 97.17 |
operator |
String | MTN |
Sample Data
deployment_id timestamp deployment_type city tower_id num_active_devices sensor_types total_messages_per_hour avg_message_size_bytes total_data_mb_per_hour network_type battery_powered_percent connection_success_rate operator
IOT00000001 2025-09-08 16:16:06 logistics Abeokuta ABE-9455 430 motion, temperature, humidity, gps 5160 161 0.88 NB-IoT 93.59 97.17 MTN
IOT00000002 2025-09-08 04:09:24 smart_city Enugu ENU-2778 6922 humidity, water_level, sound, motion 20766 447 6.16 5G 98.63 95.18 Glo
IOT00000003 2025-09-15 19:58:11 logistics Aba ABA-2824 333 humidity, motion, light, air_quality 7992 328 2.42 NB-IoT 70.90 98.44 Airtel
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/massive_internet_of_things_traffic_datasets/massive_internet_of_things_traffic_datasets.csv
Parquet (Recommended)
data/massive_internet_of_things_traffic_datasets/massive_internet_of_things_traffic_datasets.parquet
Loading the Dataset
Python (Pandas)
import pandas as pd
# Load CSV
df = pd.read_csv('data/massive_internet_of_things_traffic_datasets/massive_internet_of_things_traffic_datasets.csv')
# Load Parquet (recommended for large datasets)
df = pd.read_parquet('data/massive_internet_of_things_traffic_datasets/massive_internet_of_things_traffic_datasets.parquet')
Python (PyArrow)
import pyarrow.parquet as pq
# Load Parquet
table = pq.read_table('data/massive_internet_of_things_traffic_datasets/massive_internet_of_things_traffic_datasets.parquet')
df = table.to_pandas()
License
MIT License - For educational and research purposes
Citation
Nigerian Telecom Datasets - Massive Internet of Things Traffic Datasets
Generated: 2025-10-05
Category: Emerging and Advanced
Rows: 500,000
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:
20 MB
Size of the auto-converted Parquet files:
20 MB
Number of rows:
500,000