Amon Dîn
Collection
A collection of datasets from the Nigerian Telecommunications Sector
•
34 items
•
Updated
•
1
Datasets:
Dataset Viewer
session_id
stringlengths 11
11
| timestamp
timestamp[ns]date 2025-09-01 00:00:01
2025-10-01 23:59:54
| application
stringclasses 7
values | city
stringclasses 3
values | tower_id
stringlengths 8
8
| latency_ms
float64 1
15
| jitter_ms
float64 0.1
5
| packet_loss_percent
float64 0
0.5
| throughput_mbps
float64 50
500
| session_duration_seconds
int64 60
7.2k
| qos_met
bool 2
classes | operator
stringclasses 4
values | device_type
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ULL00000001
| 2025-09-28T10:24:48
|
ar_vr_gaming
|
Abuja
|
ABU-7937
| 8.53
| 2.68
| 0.139
| 381.72
| 4,549
| true
|
MTN
|
iot_device
|
ULL00000002
| 2025-09-30T15:12:57
|
autonomous_driving
|
Port Harcourt
|
POR-7753
| 2.8
| 0.26
| 0.025
| 87.31
| 2,792
| true
|
Glo
|
iot_device
|
ULL00000003
| 2025-09-21T07:56:42
|
industrial_robotics
|
Lagos
|
LAG-6023
| 1.3
| 0.67
| 0.016
| 144.03
| 495
| true
|
Glo
|
vehicle
|
ULL00000004
| 2025-09-10T10:39:31
|
autonomous_driving
|
Lagos
|
LAG-4484
| 2.26
| 0.31
| 0.083
| 197.76
| 1,175
| true
|
Airtel
|
smartphone
|
ULL00000005
| 2025-09-10T22:20:38
|
telemedicine
|
Lagos
|
LAG-5629
| 14.76
| 1.13
| 0.376
| 287.7
| 4,785
| false
|
MTN
|
iot_device
|
ULL00000006
| 2025-09-20T00:30:52
|
ar_vr_gaming
|
Port Harcourt
|
POR-9002
| 11.77
| 2.73
| 0.173
| 250.43
| 5,988
| false
|
MTN
|
iot_device
|
ULL00000007
| 2025-09-22T10:05:02
|
telemedicine
|
Port Harcourt
|
POR-3485
| 12.4
| 3.18
| 0.473
| 263.33
| 5,863
| false
|
Glo
|
industrial_equipment
|
ULL00000008
| 2025-09-04T18:43:30
|
drone_control
|
Abuja
|
ABU-5867
| 12.1
| 4.57
| 0.306
| 185.02
| 6,140
| false
|
MTN
|
smartphone
|
ULL00000009
| 2025-09-19T11:33:42
|
autonomous_driving
|
Abuja
|
ABU-9141
| 1.91
| 0.12
| 0.048
| 284.54
| 5,808
| true
|
Airtel
|
smartphone
|
ULL00000010
| 2025-09-18T16:53:02
|
industrial_robotics
|
Abuja
|
ABU-5430
| 3.93
| 0.2
| 0.008
| 359.47
| 6,232
| true
|
MTN
|
smartphone
|
ULL00000011
| 2025-09-23T03:45:24
|
remote_surgery
|
Abuja
|
ABU-9401
| 3.88
| 0.5
| 0.061
| 50.03
| 4,306
| true
|
Airtel
|
vehicle
|
ULL00000012
| 2025-09-08T08:02:21
|
autonomous_driving
|
Abuja
|
ABU-9565
| 4.13
| 0.58
| 0.02
| 103.85
| 1,503
| true
|
MTN
|
industrial_equipment
|
ULL00000013
| 2025-09-30T05:49:56
|
remote_surgery
|
Abuja
|
ABU-6658
| 3.44
| 0.4
| 0.061
| 96.22
| 4,684
| true
|
MTN
|
smartphone
|
ULL00000014
| 2025-09-19T23:36:50
|
remote_surgery
|
Abuja
|
ABU-4038
| 2.32
| 0.86
| 0.044
| 260.82
| 3,689
| true
|
Airtel
|
iot_device
|
ULL00000015
| 2025-09-20T12:10:45
|
autonomous_driving
|
Abuja
|
ABU-6513
| 1.05
| 0.5
| 0.079
| 111.66
| 2,671
| true
|
MTN
|
industrial_equipment
|
ULL00000016
| 2025-09-11T20:23:26
|
industrial_robotics
|
Abuja
|
ABU-9047
| 2.51
| 0.33
| 0.064
| 142.25
| 2,321
| true
|
Glo
|
iot_device
|
ULL00000017
| 2025-09-26T07:17:26
|
ar_vr_gaming
|
Lagos
|
LAG-9922
| 8.28
| 3.7
| 0.018
| 329.99
| 4,143
| true
|
9mobile
|
iot_device
|
ULL00000018
| 2025-09-29T13:11:55
|
autonomous_driving
|
Lagos
|
LAG-1866
| 2.11
| 0.21
| 0.071
| 283.09
| 637
| true
|
Glo
|
smartphone
|
ULL00000019
| 2025-09-04T06:02:36
|
telemedicine
|
Lagos
|
LAG-7215
| 6.83
| 4.86
| 0.462
| 393.88
| 879
| true
|
Glo
|
vehicle
|
ULL00000020
| 2025-09-04T07:17:47
|
telemedicine
|
Port Harcourt
|
POR-5851
| 12.62
| 1.2
| 0.103
| 359.18
| 3,820
| false
|
9mobile
|
iot_device
|
ULL00000021
| 2025-09-30T17:21:59
|
remote_surgery
|
Lagos
|
LAG-6630
| 4.98
| 0.84
| 0.053
| 283.1
| 909
| true
|
9mobile
|
smartphone
|
ULL00000022
| 2025-09-28T08:56:38
|
industrial_robotics
|
Lagos
|
LAG-8994
| 2.59
| 0.62
| 0.094
| 178.62
| 5,616
| true
|
9mobile
|
vehicle
|
ULL00000023
| 2025-09-04T22:03:57
|
telemedicine
|
Port Harcourt
|
POR-8977
| 10.7
| 1.36
| 0.417
| 396.49
| 6,960
| false
|
Glo
|
industrial_equipment
|
ULL00000024
| 2025-09-15T06:54:17
|
drone_control
|
Port Harcourt
|
POR-2438
| 9.71
| 3.98
| 0.132
| 284.02
| 4,441
| true
|
Glo
|
vehicle
|
ULL00000025
| 2025-09-11T22:25:31
|
telemedicine
|
Lagos
|
LAG-9800
| 9.17
| 3.27
| 0.33
| 354.08
| 70
| true
|
Airtel
|
iot_device
|
ULL00000026
| 2025-09-08T14:37:51
|
ar_vr_gaming
|
Port Harcourt
|
POR-2416
| 6.57
| 3.94
| 0.339
| 442.94
| 4,660
| true
|
MTN
|
smartphone
|
ULL00000027
| 2025-09-13T07:03:39
|
industrial_robotics
|
Abuja
|
ABU-8219
| 4.74
| 0.37
| 0.004
| 475
| 2,365
| true
|
MTN
|
smartphone
|
ULL00000028
| 2025-09-07T05:43:20
|
remote_surgery
|
Abuja
|
ABU-6828
| 3.29
| 0.33
| 0.054
| 476.87
| 7,069
| true
|
Airtel
|
industrial_equipment
|
ULL00000029
| 2025-09-21T16:23:02
|
drone_control
|
Port Harcourt
|
POR-7157
| 8.95
| 4.85
| 0.18
| 372.13
| 1,658
| true
|
Glo
|
industrial_equipment
|
ULL00000030
| 2025-09-02T05:24:16
|
drone_control
|
Abuja
|
ABU-5732
| 5.47
| 1.12
| 0.258
| 251.76
| 5,469
| true
|
Airtel
|
smartphone
|
ULL00000031
| 2025-09-14T10:51:13
|
real_time_trading
|
Lagos
|
LAG-2415
| 11.93
| 1.12
| 0.42
| 162.66
| 4,262
| false
|
Glo
|
iot_device
|
ULL00000032
| 2025-09-26T22:21:49
|
drone_control
|
Lagos
|
LAG-4316
| 14.66
| 4.28
| 0.154
| 259.02
| 6,749
| false
|
Glo
|
smartphone
|
ULL00000033
| 2025-09-15T13:42:05
|
autonomous_driving
|
Port Harcourt
|
POR-9698
| 2.65
| 0.7
| 0.062
| 471.01
| 6,635
| true
|
MTN
|
vehicle
|
ULL00000034
| 2025-09-19T12:58:38
|
ar_vr_gaming
|
Port Harcourt
|
POR-1514
| 6.54
| 4.95
| 0.37
| 287.72
| 357
| true
|
9mobile
|
smartphone
|
ULL00000035
| 2025-09-30T06:35:20
|
ar_vr_gaming
|
Port Harcourt
|
POR-4116
| 9.51
| 4.21
| 0.3
| 377.98
| 1,873
| true
|
9mobile
|
smartphone
|
ULL00000036
| 2025-09-13T04:07:40
|
ar_vr_gaming
|
Lagos
|
LAG-3164
| 11.6
| 2.63
| 0.154
| 423.25
| 5,779
| false
|
9mobile
|
iot_device
|
ULL00000037
| 2025-09-27T05:48:12
|
industrial_robotics
|
Port Harcourt
|
POR-6123
| 4.41
| 0.21
| 0.014
| 178.53
| 6,454
| true
|
MTN
|
smartphone
|
ULL00000038
| 2025-09-18T14:12:06
|
ar_vr_gaming
|
Port Harcourt
|
POR-2030
| 7.79
| 4.94
| 0.007
| 348.06
| 6,934
| true
|
Airtel
|
vehicle
|
ULL00000039
| 2025-09-17T05:07:17
|
industrial_robotics
|
Port Harcourt
|
POR-4273
| 2.19
| 0.35
| 0.039
| 183.73
| 1,390
| true
|
Airtel
|
industrial_equipment
|
ULL00000040
| 2025-09-05T03:38:45
|
autonomous_driving
|
Abuja
|
ABU-7833
| 2.39
| 0.4
| 0.044
| 167.36
| 2,317
| true
|
Airtel
|
vehicle
|
ULL00000041
| 2025-09-14T14:11:53
|
telemedicine
|
Port Harcourt
|
POR-7547
| 9
| 4.35
| 0.488
| 207.32
| 6,132
| true
|
MTN
|
smartphone
|
ULL00000042
| 2025-09-21T05:28:43
|
ar_vr_gaming
|
Abuja
|
ABU-7318
| 6.73
| 4.44
| 0.467
| 167.68
| 4,488
| true
|
MTN
|
iot_device
|
ULL00000043
| 2025-09-16T09:07:55
|
real_time_trading
|
Lagos
|
LAG-2773
| 14.99
| 2.95
| 0.361
| 223.24
| 843
| false
|
Airtel
|
iot_device
|
ULL00000044
| 2025-09-24T15:13:52
|
remote_surgery
|
Abuja
|
ABU-7282
| 3.35
| 0.58
| 0.042
| 364.43
| 4,169
| true
|
Airtel
|
smartphone
|
ULL00000045
| 2025-09-29T15:52:00
|
remote_surgery
|
Abuja
|
ABU-2238
| 3.69
| 0.67
| 0.073
| 362.78
| 6,603
| true
|
9mobile
|
vehicle
|
ULL00000046
| 2025-09-30T00:12:42
|
real_time_trading
|
Lagos
|
LAG-6604
| 7.81
| 1.68
| 0.384
| 470.18
| 2,639
| true
|
Airtel
|
industrial_equipment
|
ULL00000047
| 2025-09-17T09:23:23
|
remote_surgery
|
Abuja
|
ABU-3614
| 3.15
| 0.72
| 0.014
| 178.94
| 5,359
| true
|
Airtel
|
iot_device
|
ULL00000048
| 2025-09-04T08:50:38
|
drone_control
|
Abuja
|
ABU-9484
| 9.75
| 1.82
| 0.061
| 258.8
| 2,487
| true
|
Airtel
|
iot_device
|
ULL00000049
| 2025-09-01T14:22:45
|
ar_vr_gaming
|
Abuja
|
ABU-1939
| 5.82
| 4.45
| 0.018
| 108.06
| 6,768
| true
|
Glo
|
iot_device
|
ULL00000050
| 2025-09-12T00:59:25
|
telemedicine
|
Lagos
|
LAG-6057
| 14.59
| 4.9
| 0.272
| 287.44
| 4,256
| false
|
MTN
|
iot_device
|
ULL00000051
| 2025-09-04T14:27:57
|
ar_vr_gaming
|
Abuja
|
ABU-8721
| 12.83
| 4.31
| 0.209
| 183.63
| 3,539
| false
|
MTN
|
vehicle
|
ULL00000052
| 2025-09-15T06:50:32
|
industrial_robotics
|
Abuja
|
ABU-9643
| 1.63
| 0.28
| 0.093
| 320.39
| 2,179
| true
|
MTN
|
smartphone
|
ULL00000053
| 2025-09-18T01:05:04
|
remote_surgery
|
Lagos
|
LAG-6196
| 3.12
| 0.16
| 0.028
| 253.03
| 2,028
| true
|
Airtel
|
industrial_equipment
|
ULL00000054
| 2025-09-29T22:53:34
|
real_time_trading
|
Port Harcourt
|
POR-6691
| 11.72
| 2.6
| 0.488
| 216.71
| 3,568
| false
|
Airtel
|
smartphone
|
ULL00000055
| 2025-09-18T11:01:03
|
telemedicine
|
Port Harcourt
|
POR-8639
| 12.59
| 1.44
| 0.435
| 451.88
| 1,342
| false
|
MTN
|
smartphone
|
ULL00000056
| 2025-09-13T07:30:37
|
industrial_robotics
|
Lagos
|
LAG-4469
| 3.88
| 0.74
| 0.065
| 410.14
| 4,424
| true
|
9mobile
|
iot_device
|
ULL00000057
| 2025-10-01T01:27:52
|
remote_surgery
|
Lagos
|
LAG-5674
| 2.61
| 0.44
| 0.056
| 246.41
| 2,017
| true
|
9mobile
|
industrial_equipment
|
ULL00000058
| 2025-09-13T11:09:25
|
drone_control
|
Lagos
|
LAG-8697
| 7.41
| 3.44
| 0.379
| 406.47
| 5,100
| true
|
Glo
|
smartphone
|
ULL00000059
| 2025-09-22T13:10:32
|
ar_vr_gaming
|
Lagos
|
LAG-8478
| 8.59
| 2.23
| 0.444
| 150.17
| 4,248
| true
|
MTN
|
industrial_equipment
|
ULL00000060
| 2025-09-04T05:31:27
|
autonomous_driving
|
Abuja
|
ABU-7168
| 1.68
| 0.84
| 0.057
| 305.22
| 2,085
| true
|
Glo
|
smartphone
|
ULL00000061
| 2025-09-28T00:02:44
|
remote_surgery
|
Lagos
|
LAG-3768
| 3.46
| 0.81
| 0.08
| 354.77
| 1,718
| true
|
MTN
|
iot_device
|
ULL00000062
| 2025-09-07T21:51:30
|
autonomous_driving
|
Port Harcourt
|
POR-8767
| 2.95
| 0.81
| 0.042
| 435.48
| 217
| true
|
Glo
|
smartphone
|
ULL00000063
| 2025-09-27T01:29:26
|
ar_vr_gaming
|
Lagos
|
LAG-2879
| 7.06
| 4.7
| 0.199
| 99.85
| 4,693
| true
|
MTN
|
industrial_equipment
|
ULL00000064
| 2025-09-26T13:17:34
|
drone_control
|
Port Harcourt
|
POR-7177
| 11.42
| 1.23
| 0.215
| 411
| 4,232
| false
|
Glo
|
industrial_equipment
|
ULL00000065
| 2025-09-21T09:01:33
|
drone_control
|
Abuja
|
ABU-5720
| 8.32
| 4.83
| 0.284
| 300.6
| 1,372
| true
|
MTN
|
vehicle
|
ULL00000066
| 2025-09-04T11:22:58
|
remote_surgery
|
Abuja
|
ABU-5583
| 3.86
| 0.67
| 0.01
| 255.51
| 232
| true
|
Airtel
|
iot_device
|
ULL00000067
| 2025-09-03T18:22:00
|
autonomous_driving
|
Abuja
|
ABU-3378
| 3.31
| 0.69
| 0.013
| 399.26
| 5,045
| true
|
9mobile
|
iot_device
|
ULL00000068
| 2025-09-22T06:33:08
|
remote_surgery
|
Lagos
|
LAG-6801
| 3.62
| 0.12
| 0.021
| 98.32
| 5,326
| true
|
9mobile
|
smartphone
|
ULL00000069
| 2025-09-19T06:41:59
|
ar_vr_gaming
|
Abuja
|
ABU-7454
| 8.57
| 4.53
| 0.006
| 199.8
| 4,784
| true
|
9mobile
|
industrial_equipment
|
ULL00000070
| 2025-09-05T19:29:25
|
ar_vr_gaming
|
Port Harcourt
|
POR-4900
| 6.99
| 2.96
| 0.119
| 496.93
| 2,000
| true
|
9mobile
|
industrial_equipment
|
ULL00000071
| 2025-10-01T16:46:07
|
industrial_robotics
|
Port Harcourt
|
POR-7470
| 2.23
| 0.94
| 0.004
| 173.82
| 4,077
| true
|
9mobile
|
industrial_equipment
|
ULL00000072
| 2025-09-28T23:42:24
|
industrial_robotics
|
Abuja
|
ABU-9699
| 1.96
| 0.75
| 0.051
| 253.82
| 1,850
| true
|
MTN
|
industrial_equipment
|
ULL00000073
| 2025-09-11T10:26:55
|
remote_surgery
|
Lagos
|
LAG-4866
| 3.65
| 0.9
| 0.026
| 228.87
| 2,739
| true
|
9mobile
|
smartphone
|
ULL00000074
| 2025-09-02T09:34:58
|
industrial_robotics
|
Port Harcourt
|
POR-8599
| 1.86
| 0.89
| 0.073
| 345.26
| 5,683
| true
|
9mobile
|
smartphone
|
ULL00000075
| 2025-09-14T04:28:27
|
ar_vr_gaming
|
Abuja
|
ABU-2071
| 6.37
| 4.43
| 0.168
| 157.58
| 3,921
| true
|
MTN
|
smartphone
|
ULL00000076
| 2025-09-02T15:01:21
|
real_time_trading
|
Abuja
|
ABU-4984
| 6.96
| 1.18
| 0.239
| 225.03
| 5,675
| true
|
Airtel
|
smartphone
|
ULL00000077
| 2025-09-08T16:46:28
|
ar_vr_gaming
|
Lagos
|
LAG-1842
| 14.14
| 1.52
| 0.207
| 244.95
| 4,878
| false
|
Glo
|
smartphone
|
ULL00000078
| 2025-09-14T05:41:50
|
remote_surgery
|
Abuja
|
ABU-9554
| 4.31
| 0.72
| 0.086
| 316.75
| 6,155
| true
|
Glo
|
smartphone
|
ULL00000079
| 2025-09-09T17:20:52
|
industrial_robotics
|
Port Harcourt
|
POR-6884
| 1.18
| 0.91
| 0.098
| 494.27
| 925
| true
|
Airtel
|
iot_device
|
ULL00000080
| 2025-09-21T09:02:41
|
telemedicine
|
Abuja
|
ABU-8545
| 11.6
| 1.25
| 0.459
| 360.03
| 814
| false
|
Glo
|
smartphone
|
ULL00000081
| 2025-09-13T09:44:08
|
telemedicine
|
Port Harcourt
|
POR-7823
| 8.72
| 2.82
| 0.095
| 319.64
| 813
| true
|
9mobile
|
smartphone
|
ULL00000082
| 2025-09-26T11:49:06
|
industrial_robotics
|
Port Harcourt
|
POR-1646
| 2.14
| 0.59
| 0.071
| 212.37
| 7,065
| true
|
Airtel
|
smartphone
|
ULL00000083
| 2025-09-03T20:35:46
|
ar_vr_gaming
|
Lagos
|
LAG-2140
| 10.32
| 1.19
| 0.264
| 284.92
| 4,433
| false
|
9mobile
|
iot_device
|
ULL00000084
| 2025-09-06T06:34:30
|
industrial_robotics
|
Port Harcourt
|
POR-6340
| 1.28
| 0.92
| 0.07
| 261.83
| 6,856
| true
|
Glo
|
industrial_equipment
|
ULL00000085
| 2025-09-27T05:48:11
|
remote_surgery
|
Abuja
|
ABU-7142
| 3.98
| 0.25
| 0.067
| 300.85
| 3,936
| true
|
Glo
|
smartphone
|
ULL00000086
| 2025-09-14T23:56:20
|
telemedicine
|
Lagos
|
LAG-1924
| 5.13
| 4.84
| 0.113
| 392.09
| 1,973
| true
|
Glo
|
iot_device
|
ULL00000087
| 2025-09-14T19:36:28
|
autonomous_driving
|
Lagos
|
LAG-9066
| 3.04
| 0.11
| 0.065
| 437.6
| 1,209
| true
|
9mobile
|
smartphone
|
ULL00000088
| 2025-09-06T03:40:54
|
telemedicine
|
Port Harcourt
|
POR-3698
| 13.07
| 4.85
| 0.317
| 477.96
| 3,539
| false
|
9mobile
|
smartphone
|
ULL00000089
| 2025-09-09T11:46:06
|
autonomous_driving
|
Abuja
|
ABU-8872
| 1.39
| 0.76
| 0.01
| 484.11
| 4,158
| true
|
Glo
|
vehicle
|
ULL00000090
| 2025-09-20T14:10:02
|
real_time_trading
|
Lagos
|
LAG-6811
| 10.02
| 1.26
| 0.038
| 470.6
| 6,990
| false
|
MTN
|
industrial_equipment
|
ULL00000091
| 2025-09-08T14:09:15
|
ar_vr_gaming
|
Abuja
|
ABU-3199
| 6.21
| 3.59
| 0.453
| 53
| 5,836
| true
|
Airtel
|
smartphone
|
ULL00000092
| 2025-09-23T06:15:07
|
industrial_robotics
|
Abuja
|
ABU-1150
| 1.68
| 0.44
| 0.037
| 252.68
| 4,071
| true
|
Airtel
|
smartphone
|
ULL00000093
| 2025-09-02T05:39:21
|
ar_vr_gaming
|
Port Harcourt
|
POR-3751
| 8.69
| 5
| 0.008
| 148.18
| 1,364
| true
|
Glo
|
vehicle
|
ULL00000094
| 2025-09-02T18:05:41
|
remote_surgery
|
Port Harcourt
|
POR-8871
| 3.16
| 0.9
| 0.075
| 235.37
| 5,333
| true
|
Airtel
|
iot_device
|
ULL00000095
| 2025-09-05T04:45:03
|
real_time_trading
|
Lagos
|
LAG-9094
| 6
| 2.66
| 0.017
| 134.6
| 4,132
| true
|
Glo
|
smartphone
|
ULL00000096
| 2025-09-06T08:49:41
|
real_time_trading
|
Port Harcourt
|
POR-9907
| 14.3
| 1.96
| 0.22
| 402.26
| 324
| false
|
9mobile
|
vehicle
|
ULL00000097
| 2025-10-01T10:58:20
|
drone_control
|
Abuja
|
ABU-7718
| 9.61
| 3.89
| 0.497
| 405.84
| 2,070
| true
|
Airtel
|
industrial_equipment
|
ULL00000098
| 2025-09-21T23:21:31
|
industrial_robotics
|
Abuja
|
ABU-4735
| 1.54
| 0.3
| 0.051
| 410.26
| 6,477
| true
|
9mobile
|
smartphone
|
ULL00000099
| 2025-09-05T01:28:37
|
ar_vr_gaming
|
Port Harcourt
|
POR-8466
| 7.17
| 3.08
| 0.438
| 280.33
| 5,932
| true
|
Glo
|
iot_device
|
ULL00000100
| 2025-09-04T07:42:44
|
remote_surgery
|
Abuja
|
ABU-7997
| 2.02
| 0.19
| 0.019
| 378.29
| 1,088
| true
|
MTN
|
smartphone
|
End of preview. Expand
in Data Studio
Ultra Low Latency Logs
Dataset Description
Performance data for delay-sensitive 5G applications
Dataset Information
- Category: Emerging and Advanced
- Format: CSV, Parquet
- Rows: 200,000
- Columns: 13
- Date Generated: 2025-10-05
- Location:
data/ultra_low_latency_logs/
Schema
| Column | Type | Sample Values |
|---|---|---|
session_id |
String | ULL00000001 |
timestamp |
Datetime | 2025-09-28 10:24:48 |
application |
String | ar_vr_gaming |
city |
String | Abuja |
tower_id |
String | ABU-7937 |
latency_ms |
Float | 8.53 |
jitter_ms |
Float | 2.68 |
packet_loss_percent |
Float | 0.139 |
throughput_mbps |
Float | 381.72 |
session_duration_seconds |
Integer | 4549 |
qos_met |
Boolean | True |
operator |
String | MTN |
device_type |
String | iot_device |
Sample Data
session_id timestamp application city tower_id latency_ms jitter_ms packet_loss_percent throughput_mbps session_duration_seconds qos_met operator device_type
ULL00000001 2025-09-28 10:24:48 ar_vr_gaming Abuja ABU-7937 8.53 2.68 0.139 381.72 4549 True MTN iot_device
ULL00000002 2025-09-30 15:12:57 autonomous_driving Port Harcourt POR-7753 2.80 0.26 0.025 87.31 2792 True Glo iot_device
ULL00000003 2025-09-21 07:56:42 industrial_robotics Lagos LAG-6023 1.30 0.67 0.016 144.03 495 True Glo vehicle
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/ultra_low_latency_logs/ultra_low_latency_logs.csv
Parquet (Recommended)
data/ultra_low_latency_logs/ultra_low_latency_logs.parquet
Loading the Dataset
Python (Pandas)
import pandas as pd
# Load CSV
df = pd.read_csv('data/ultra_low_latency_logs/ultra_low_latency_logs.csv')
# Load Parquet (recommended for large datasets)
df = pd.read_parquet('data/ultra_low_latency_logs/ultra_low_latency_logs.parquet')
Python (PyArrow)
import pyarrow.parquet as pq
# Load Parquet
table = pq.read_table('data/ultra_low_latency_logs/ultra_low_latency_logs.parquet')
df = table.to_pandas()
License
MIT License - For educational and research purposes
Citation
Nigerian Telecom Datasets - Ultra Low Latency Logs
Generated: 2025-10-05
Category: Emerging and Advanced
Rows: 200,000
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
- 36
Size of downloaded dataset files:
5.51 MB
Size of the auto-converted Parquet files:
5.51 MB
Number of rows:
200,000