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 |
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