metric_id
stringlengths
11
11
timestamp
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
network_type
stringclasses
4 values
latency_ms
float64
5
500
jitter_ms
float64
1
30
throughput_mbps
float64
0.1
1,000
packet_loss_rate
float64
0
5
error_rate
float64
0
2
signal_strength_dbm
int64
-110
-50
active_users
int64
10
500
QOS00000101
2025-09-21T10:07:00
ILO-2992
Ilorin
Airtel
5G
14.44
21.29
219.01
2.87
1.637
-79
165
QOS00000102
2025-09-05T22:52:00
WAR-1965
Warri
Airtel
3G
126.3
9.2
3.48
2.25
1.682
-71
125
QOS00000103
2025-09-20T20:00:00
POR-3695
Port Harcourt
Airtel
4G
20.93
4.41
72.06
3.4
1.323
-59
281
QOS00000104
2025-09-20T17:55:00
ILO-6079
Ilorin
Airtel
4G
24.38
23.15
46.79
4.33
1.02
-76
259
QOS00000105
2025-09-04T21:17:00
IBA-2971
Ibadan
MTN
4G
22.86
22.71
22.71
3.87
0.131
-60
476
QOS00000106
2025-09-12T15:17:00
BEN-9668
Benin City
Airtel
4G
21.49
27.15
11.86
0.26
1.111
-63
280
QOS00000107
2025-09-24T20:27:00
CAL-4475
Calabar
MTN
3G
127.3
23.25
3.62
1.48
0.613
-71
390
QOS00000108
2025-09-07T05:21:00
JOS-4457
Jos
Glo
4G
37.6
3
86.72
4.91
1.653
-66
73
QOS00000109
2025-09-16T10:27:00
LAG-2558
Lagos
MTN
3G
111.86
8.17
4.88
3.59
1.017
-55
264
QOS00000110
2025-09-05T08:58:00
ABE-4284
Abeokuta
Airtel
4G
42.31
16.9
53.46
0.42
1.981
-97
242
QOS00000111
2025-09-15T15:03:00
LAG-4856
Lagos
Airtel
4G
31.21
24.1
34.16
1.38
1.481
-84
434
QOS00000112
2025-09-02T03:26:00
ONI-1367
Onitsha
Airtel
4G
32.99
17.87
26.78
4.45
0.02
-87
120
QOS00000113
2025-09-21T20:16:00
ABA-7038
Aba
Airtel
3G
117.61
18.44
6.24
1.28
1.142
-80
83
QOS00000114
2025-09-24T17:30:00
ILO-3207
Ilorin
MTN
5G
11.95
5.85
289.88
1.6
1.967
-62
419
QOS00000115
2025-09-21T17:57:00
ILO-5742
Ilorin
Airtel
4G
41.71
11.61
88.23
0.57
1.046
-81
79
QOS00000116
2025-09-09T06:28:00
KAN-6547
Kano
MTN
3G
103.92
1.84
4.33
4.04
1.964
-71
225
QOS00000117
2025-09-07T15:24:00
ABE-6518
Abeokuta
9mobile
4G
49.67
8.8
79.35
2.85
1.587
-100
334
QOS00000118
2025-09-13T06:31:00
ABE-6228
Abeokuta
Airtel
4G
31.23
27.74
96.74
3.4
1.192
-67
55
QOS00000119
2025-09-09T18:53:00
ENU-2968
Enugu
MTN
4G
23.73
16.49
77.46
1.04
0.704
-69
286
QOS00000120
2025-09-13T18:21:00
LAG-6908
Lagos
Glo
4G
22.33
7.75
15.27
4.48
0.586
-53
206
QOS00000121
2025-09-10T01:07:00
KAD-4347
Kaduna
MTN
4G
22.16
21.58
46.38
3.97
1.821
-74
485
QOS00000122
2025-09-30T05:32:00
KAD-9594
Kaduna
MTN
4G
37.89
15.91
90.76
1.66
0.502
-57
473
QOS00000123
2025-10-01T05:14:00
IBA-1669
Ibadan
Glo
4G
29.46
16.99
50
0.32
0.125
-81
451
QOS00000124
2025-09-04T09:02:00
KAN-2257
Kano
Airtel
3G
125.65
2
4.36
0.14
0.45
-76
418
QOS00000125
2025-09-04T08:21:00
LAG-2768
Lagos
MTN
4G
32.93
5.56
94.56
3.46
1.706
-82
299
QOS00000126
2025-09-29T02:14:00
CAL-2214
Calabar
MTN
3G
135.82
20.51
8.92
2.85
0.11
-81
167
QOS00000127
2025-09-26T09:18:00
ABA-3689
Aba
9mobile
4G
25.96
13.38
72.66
3.31
0.844
-81
104
QOS00000128
2025-09-24T02:28:00
ABU-1584
Abuja
MTN
3G
67.63
22.24
1.88
0.21
1.582
-69
97
QOS00000129
2025-09-19T09:15:00
IBA-5331
Ibadan
Airtel
3G
132.45
7.65
7.01
3.92
1.718
-70
415
QOS00000130
2025-09-16T03:54:00
ABA-6473
Aba
Airtel
3G
83.26
13.26
9.75
1.95
1.431
-66
110
QOS00000131
2025-09-23T15:12:00
IBA-4934
Ibadan
Glo
4G
45.42
29.3
57.61
4.28
1.548
-98
394
QOS00000132
2025-09-19T04:13:00
KAN-4429
Kano
Glo
4G
24.83
15.37
81.77
4.43
1.244
-77
171
QOS00000133
2025-09-16T10:37:00
WAR-9237
Warri
MTN
4G
22.86
2.97
23.16
4.32
1.618
-71
123
QOS00000134
2025-09-29T19:18:00
ABU-4407
Abuja
9mobile
4G
35.02
16.97
15.18
2.15
0.459
-68
116
QOS00000135
2025-09-19T06:25:00
CAL-8405
Calabar
Airtel
4G
38.14
12.19
38.55
2.02
1.276
-85
135
QOS00000136
2025-09-12T16:04:00
WAR-4297
Warri
Airtel
4G
44.83
13.29
57.94
3.67
1.776
-64
151
QOS00000137
2025-09-22T10:17:00
ENU-8303
Enugu
Airtel
4G
43.34
8.04
29.93
4.2
0.974
-83
169
QOS00000138
2025-09-06T14:05:00
POR-2994
Port Harcourt
Airtel
4G
24.75
17.78
68.03
2.9
1.484
-108
11
QOS00000139
2025-09-18T11:51:00
KAD-5755
Kaduna
9mobile
3G
119.92
3.54
9.83
1.75
1.836
-82
383
QOS00000140
2025-09-28T14:57:00
ABU-5614
Abuja
Airtel
4G
34.52
7.77
48.01
0.99
0.023
-87
273
QOS00000141
2025-09-15T14:59:00
ABU-4379
Abuja
MTN
3G
50.09
29.05
5.73
2.01
1.917
-63
493
QOS00000142
2025-10-01T23:17:00
ENU-2975
Enugu
MTN
4G
33.76
5.41
12.68
1.67
1.112
-87
40
QOS00000143
2025-09-03T19:16:00
POR-4678
Port Harcourt
Glo
4G
30.74
13.84
58.06
0.48
0.175
-58
101
QOS00000144
2025-09-13T04:16:00
JOS-7386
Jos
Glo
4G
26.85
27.4
10.39
1.56
0.65
-88
21
QOS00000145
2025-09-29T19:17:00
KAN-1068
Kano
Airtel
3G
60.98
1.62
2.71
0.15
0.147
-83
400
QOS00000146
2025-09-30T13:39:00
JOS-9258
Jos
9mobile
4G
28.71
19.55
30.98
1.13
1.755
-97
108
QOS00000147
2025-09-11T06:32:00
ABU-2949
Abuja
9mobile
4G
23.51
23.6
22.79
3.12
1.183
-53
188
QOS00000148
2025-09-25T23:06:00
KAD-6635
Kaduna
9mobile
4G
46.41
28.94
81.84
3.36
0.335
-106
291
QOS00000149
2025-09-02T19:24:00
ABU-7505
Abuja
Glo
4G
49.71
10.17
73.11
2.96
0.439
-89
483
QOS00000150
2025-09-24T08:36:00
POR-3311
Port Harcourt
Glo
4G
48.48
8.14
57.73
1.84
1.099
-109
318
QOS00000151
2025-09-15T02:31:00
BEN-8807
Benin City
MTN
4G
40.15
13.29
33.43
4.79
1.458
-108
48
QOS00000152
2025-09-24T05:48:00
KAN-2636
Kano
9mobile
4G
30.72
14.81
76.18
3.74
1.124
-98
495
QOS00000153
2025-09-09T09:10:00
JOS-3944
Jos
Glo
3G
130.09
5.66
9.47
2.27
0.548
-96
42
QOS00000154
2025-09-12T12:42:00
ABA-9367
Aba
Glo
4G
27.55
12.78
12.37
0.46
1.371
-99
65
QOS00000155
2025-09-07T12:56:00
ABE-2606
Abeokuta
MTN
4G
40.9
26.52
79.25
0.47
1.163
-51
87
QOS00000156
2025-09-13T16:34:00
JOS-1003
Jos
9mobile
3G
57.57
13.03
1.61
3.04
0.579
-52
53
QOS00000157
2025-09-22T11:43:00
ABE-6698
Abeokuta
9mobile
3G
107.74
28.61
6.96
0.95
1.142
-69
227
QOS00000158
2025-09-29T09:18:00
CAL-3393
Calabar
9mobile
4G
22.53
5.16
48.86
3.94
0.292
-63
106
QOS00000159
2025-10-01T04:06:00
BEN-9694
Benin City
MTN
4G
45.95
21.28
27.94
2.19
0.021
-51
410
QOS00000160
2025-09-29T13:10:00
ONI-6498
Onitsha
Glo
3G
66.51
27.02
5.3
2.22
0.451
-51
397
QOS00000161
2025-09-05T05:40:00
ABU-9372
Abuja
9mobile
3G
76.79
1.16
4.39
0.84
1.222
-65
50
QOS00000162
2025-09-07T22:51:00
LAG-4328
Lagos
MTN
4G
44.95
16.51
31.68
4.46
1.549
-107
398
QOS00000163
2025-10-01T11:23:00
CAL-6569
Calabar
Airtel
4G
44.24
8.25
62.9
2.26
0.398
-87
200
QOS00000164
2025-09-15T01:44:00
ABE-2423
Abeokuta
Glo
4G
24.71
1.19
96.77
4.59
1.61
-63
252
QOS00000165
2025-09-24T23:28:00
ENU-8499
Enugu
MTN
5G
7.75
2.04
536.7
4.38
1.086
-83
36
QOS00000166
2025-09-02T00:29:00
KAN-9321
Kano
Airtel
4G
41.6
25.08
65.7
0.23
1.241
-58
74
QOS00000167
2025-09-23T03:38:00
KAD-3170
Kaduna
MTN
4G
42.3
21.74
45.78
3.92
1.862
-60
172
QOS00000168
2025-09-25T11:55:00
IBA-2059
Ibadan
Airtel
4G
21.39
10
86.67
4.77
0.572
-83
166
QOS00000169
2025-09-18T03:52:00
IBA-6029
Ibadan
Airtel
4G
41.95
16.5
78.52
0.22
0.224
-71
17
QOS00000170
2025-09-25T14:19:00
ILO-9596
Ilorin
Airtel
4G
23.05
22.91
71.07
0.69
1.771
-70
36
QOS00000171
2025-09-28T18:57:00
IBA-2405
Ibadan
MTN
4G
24.69
14.53
76.99
2.72
1.82
-107
110
QOS00000172
2025-09-09T12:57:00
ENU-7762
Enugu
MTN
3G
134.06
5.53
4.78
1.79
1.722
-53
349
QOS00000173
2025-09-23T02:24:00
POR-6897
Port Harcourt
Glo
4G
39.64
9.16
76.77
2.77
0.725
-54
311
QOS00000174
2025-09-27T15:40:00
CAL-8865
Calabar
9mobile
3G
112.72
14.54
4.71
3.05
0.625
-91
465
QOS00000175
2025-09-10T02:42:00
LAG-5224
Lagos
9mobile
4G
21.75
19.23
32.81
1.92
0.536
-68
76
QOS00000176
2025-09-25T15:56:00
JOS-6160
Jos
Glo
4G
32.59
25.06
26.98
3.47
1.846
-102
269
QOS00000177
2025-09-12T03:15:00
IBA-7834
Ibadan
MTN
4G
21.51
5.91
43.86
2.9
1.705
-51
178
QOS00000178
2025-09-27T03:29:00
BEN-7570
Benin City
Airtel
4G
38.82
15.02
14.6
1.17
1.184
-54
124
QOS00000179
2025-09-22T03:37:00
KAN-1985
Kano
Glo
4G
20.87
21.84
35.8
0.13
1.676
-52
394
QOS00000180
2025-09-18T04:16:00
POR-8354
Port Harcourt
9mobile
4G
48.46
6.47
79.14
1.26
1.316
-95
284
QOS00000181
2025-09-10T14:20:00
IBA-3627
Ibadan
9mobile
5G
9.18
26.79
584.1
4.21
0.777
-109
176
QOS00000182
2025-09-09T14:39:00
ILO-9605
Ilorin
MTN
4G
22.26
19.96
67.57
3.93
1.59
-72
500
QOS00000183
2025-09-15T20:08:00
IBA-2907
Ibadan
Glo
4G
27.21
5.06
25.34
4.32
1.305
-105
78
QOS00000184
2025-09-20T18:09:00
WAR-9394
Warri
MTN
4G
48.23
9.42
82.49
3.16
0.44
-94
324
QOS00000185
2025-09-21T03:40:00
LAG-4524
Lagos
Glo
3G
138.85
9.1
4.47
2.62
1.92
-78
478
QOS00000186
2025-09-01T19:20:00
ABU-8377
Abuja
MTN
4G
49.79
5.2
40.56
5
1.789
-82
436
QOS00000187
2025-09-03T23:57:00
JOS-3395
Jos
9mobile
4G
32.23
4.52
31.31
4.85
0.625
-82
60
QOS00000188
2025-09-01T22:25:00
CAL-1537
Calabar
Airtel
3G
101.63
7.2
6.74
0.87
1.781
-89
224
QOS00000189
2025-09-30T03:49:00
ABU-5955
Abuja
Glo
4G
36.68
4.26
84.53
0.42
1.685
-92
110
QOS00000190
2025-09-11T03:13:00
ENU-6932
Enugu
9mobile
2G
372.24
6.74
0.2
2.68
1.041
-50
399
QOS00000191
2025-09-23T01:21:00
LAG-6653
Lagos
9mobile
3G
102.53
22.88
3.43
4.9
0.293
-61
357
QOS00000192
2025-09-13T09:46:00
KAD-1892
Kaduna
MTN
4G
42.05
19.42
74.24
4.55
1.541
-89
480
QOS00000193
2025-09-26T08:02:00
KAN-3282
Kano
Glo
4G
47.38
20.54
32.07
3.44
0.287
-51
390
QOS00000194
2025-09-25T12:09:00
POR-7968
Port Harcourt
Glo
4G
37.83
11.11
78.62
4.31
1.993
-79
378
QOS00000195
2025-09-30T04:55:00
POR-1771
Port Harcourt
9mobile
3G
134.39
27.72
3.72
3.14
1.234
-88
465
QOS00000196
2025-09-26T09:11:00
WAR-8858
Warri
MTN
4G
40.53
25.07
23.42
0.02
0.049
-70
413
QOS00000197
2025-09-28T17:50:00
BEN-6658
Benin City
Airtel
4G
26.86
8
89.26
1.71
1.964
-109
152
QOS00000198
2025-09-19T02:56:00
KAN-1029
Kano
Glo
3G
70.49
9.03
3.57
0.4
0.719
-105
495
QOS00000199
2025-09-15T09:01:00
KAN-9435
Kano
Glo
4G
34.9
3.18
96.92
1.72
0.069
-66
187
QOS00000200
2025-09-06T10:16:00
ONI-6660
Onitsha
Glo
4G
35.09
9.85
85.61
1.02
1.695
-71
340