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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
QOS00199901 | 2025-09-14T05:42:00 | ABU-7835 | Abuja | Airtel | 3G | 82.83 | 27.99 | 8.51 | 0.72 | 1.559 | -98 | 410 |
QOS00199902 | 2025-09-09T10:56:00 | BEN-6178 | Benin City | Airtel | 4G | 25.29 | 14.22 | 41.81 | 3.61 | 0.631 | -94 | 409 |
QOS00199903 | 2025-09-09T17:09:00 | LAG-9486 | Lagos | Airtel | 4G | 30.3 | 29.12 | 61.36 | 3.39 | 0.771 | -59 | 326 |
QOS00199904 | 2025-09-18T07:01:00 | POR-9282 | Port Harcourt | 9mobile | 2G | 167.47 | 2.44 | 0.83 | 3.09 | 0.1 | -75 | 431 |
QOS00199905 | 2025-09-20T03:27:00 | ENU-2752 | Enugu | Airtel | 3G | 98.85 | 8.24 | 2 | 3.55 | 1.217 | -58 | 149 |
QOS00199906 | 2025-10-01T01:39:00 | KAD-3760 | Kaduna | Airtel | 4G | 21.41 | 25.1 | 61.06 | 0.83 | 1.52 | -72 | 315 |
QOS00199907 | 2025-09-26T07:34:00 | JOS-7285 | Jos | MTN | 4G | 21.85 | 23.78 | 33.87 | 3.66 | 1.653 | -105 | 102 |
QOS00199908 | 2025-09-08T06:24:00 | IBA-3805 | Ibadan | MTN | 4G | 30.88 | 14.2 | 79.27 | 1.64 | 1.221 | -75 | 92 |
QOS00199909 | 2025-09-14T20:56:00 | IBA-5796 | Ibadan | Glo | 3G | 103.12 | 15.37 | 5.05 | 0.35 | 0.865 | -99 | 94 |
QOS00199910 | 2025-10-01T14:22:00 | KAN-5605 | Kano | Glo | 3G | 67.26 | 3.83 | 7.61 | 3.59 | 0.609 | -95 | 281 |
QOS00199911 | 2025-09-08T03:59:00 | ABA-6141 | Aba | Glo | 4G | 24.14 | 10.47 | 48.67 | 4.23 | 1.378 | -57 | 367 |
QOS00199912 | 2025-09-28T15:38:00 | ABU-2269 | Abuja | 9mobile | 2G | 242.36 | 23.05 | 0.5 | 4.7 | 0.438 | -68 | 423 |
QOS00199913 | 2025-09-29T20:51:00 | JOS-8554 | Jos | Glo | 4G | 22.4 | 3.12 | 35.41 | 2.25 | 1.476 | -69 | 246 |
QOS00199914 | 2025-09-10T18:49:00 | KAN-3327 | Kano | 9mobile | 4G | 37.49 | 3.8 | 49 | 2.87 | 0.964 | -87 | 491 |
QOS00199915 | 2025-09-09T20:02:00 | ABU-8453 | Abuja | MTN | 4G | 29.53 | 6.96 | 88.59 | 1.04 | 1.078 | -76 | 231 |
QOS00199916 | 2025-09-17T22:12:00 | CAL-9369 | Calabar | MTN | 4G | 32.71 | 24.71 | 30.38 | 2.23 | 1.483 | -66 | 347 |
QOS00199917 | 2025-09-12T05:46:00 | CAL-5900 | Calabar | Glo | 4G | 24.55 | 28.83 | 45.8 | 4.64 | 0.474 | -102 | 383 |
QOS00199918 | 2025-09-23T03:02:00 | POR-4747 | Port Harcourt | Airtel | 4G | 42.28 | 20.52 | 73.45 | 3.9 | 1.65 | -85 | 218 |
QOS00199919 | 2025-09-29T14:08:00 | JOS-6676 | Jos | 9mobile | 3G | 95.43 | 21.63 | 4.11 | 1.64 | 0.374 | -68 | 153 |
QOS00199920 | 2025-09-08T00:54:00 | ENU-4315 | Enugu | Airtel | 2G | 300.05 | 3.45 | 0.72 | 0.33 | 0.333 | -89 | 338 |
QOS00199921 | 2025-09-21T07:31:00 | ABU-9720 | Abuja | 9mobile | 3G | 78.31 | 21.8 | 7.74 | 0.71 | 0.899 | -91 | 232 |
QOS00199922 | 2025-09-20T02:11:00 | KAN-1033 | Kano | MTN | 4G | 43.82 | 23.31 | 73.25 | 1.49 | 0.764 | -107 | 119 |
QOS00199923 | 2025-09-17T22:33:00 | KAD-6832 | Kaduna | MTN | 4G | 48.62 | 24.34 | 80.87 | 3.19 | 0.444 | -97 | 192 |
QOS00199924 | 2025-09-27T17:06:00 | ABE-2981 | Abeokuta | Glo | 3G | 90.26 | 20.15 | 4.81 | 0.06 | 1.071 | -71 | 148 |
QOS00199925 | 2025-09-06T18:57:00 | ABA-4813 | Aba | MTN | 4G | 49.04 | 18.76 | 92.32 | 4.49 | 1.58 | -51 | 22 |
QOS00199926 | 2025-09-06T10:22:00 | WAR-7471 | Warri | MTN | 4G | 36.2 | 7.72 | 67.15 | 3.28 | 1.456 | -92 | 222 |
QOS00199927 | 2025-09-14T15:57:00 | IBA-2386 | Ibadan | 9mobile | 4G | 41 | 8.1 | 23.16 | 4.76 | 0.162 | -79 | 457 |
QOS00199928 | 2025-09-05T12:31:00 | ILO-6868 | Ilorin | Glo | 4G | 31.01 | 9.08 | 69.77 | 2.67 | 0.625 | -76 | 282 |
QOS00199929 | 2025-09-28T11:52:00 | ABE-3149 | Abeokuta | MTN | 4G | 43.21 | 2.59 | 23.23 | 1.5 | 1.171 | -65 | 405 |
QOS00199930 | 2025-09-18T15:43:00 | ABA-9466 | Aba | Airtel | 4G | 24.72 | 4.22 | 82.31 | 3.03 | 0.822 | -97 | 365 |
QOS00199931 | 2025-09-13T12:34:00 | ILO-4167 | Ilorin | MTN | 4G | 41.26 | 24.1 | 83.94 | 2.93 | 0.653 | -70 | 328 |
QOS00199932 | 2025-09-28T13:53:00 | ILO-6340 | Ilorin | Airtel | 4G | 49.86 | 8.91 | 43.82 | 0.29 | 1.193 | -92 | 500 |
QOS00199933 | 2025-09-07T21:37:00 | ENU-1381 | Enugu | MTN | 3G | 96.44 | 1.92 | 4.32 | 3.45 | 0.485 | -107 | 27 |
QOS00199934 | 2025-09-24T12:41:00 | ABA-2639 | Aba | MTN | 3G | 110 | 28.43 | 6.54 | 0.5 | 1.884 | -60 | 455 |
QOS00199935 | 2025-09-18T20:26:00 | LAG-7597 | Lagos | MTN | 4G | 34.75 | 25.58 | 60.89 | 0.03 | 0.085 | -77 | 209 |
QOS00199936 | 2025-09-12T11:55:00 | ILO-2146 | Ilorin | MTN | 4G | 45.3 | 1.54 | 72.61 | 4.49 | 1.751 | -56 | 439 |
QOS00199937 | 2025-09-25T13:11:00 | ABE-7667 | Abeokuta | 9mobile | 4G | 37 | 23.72 | 45.48 | 1.86 | 1.92 | -54 | 319 |
QOS00199938 | 2025-09-01T19:38:00 | WAR-7925 | Warri | MTN | 3G | 115.46 | 6.05 | 2.84 | 1.52 | 0.467 | -66 | 424 |
QOS00199939 | 2025-09-14T09:41:00 | CAL-6020 | Calabar | MTN | 3G | 51.61 | 15.84 | 7.14 | 4.28 | 0.13 | -87 | 279 |
QOS00199940 | 2025-09-25T17:47:00 | WAR-5173 | Warri | 9mobile | 4G | 42.1 | 21.83 | 28.39 | 1.58 | 1.833 | -78 | 362 |
QOS00199941 | 2025-09-27T20:54:00 | JOS-8506 | Jos | Airtel | 4G | 37.34 | 12.59 | 76.27 | 4.03 | 1.992 | -81 | 284 |
QOS00199942 | 2025-09-14T18:04:00 | KAN-2975 | Kano | Airtel | 4G | 34.55 | 7.44 | 46.15 | 1.89 | 0.452 | -104 | 272 |
QOS00199943 | 2025-09-08T05:45:00 | ABE-2711 | Abeokuta | MTN | 3G | 103.5 | 7 | 7.79 | 0.51 | 0.919 | -55 | 26 |
QOS00199944 | 2025-09-06T01:23:00 | ABE-5102 | Abeokuta | Airtel | 4G | 25.25 | 5.81 | 91.62 | 4.89 | 1.667 | -74 | 421 |
QOS00199945 | 2025-09-15T20:48:00 | JOS-1423 | Jos | 9mobile | 4G | 37.52 | 7.75 | 37.15 | 1.26 | 0.169 | -79 | 396 |
QOS00199946 | 2025-09-02T00:23:00 | BEN-3447 | Benin City | 9mobile | 3G | 102 | 17.03 | 6.57 | 0.8 | 1.17 | -97 | 43 |
QOS00199947 | 2025-09-05T06:32:00 | WAR-6130 | Warri | Glo | 3G | 148.83 | 6.43 | 3.22 | 3.89 | 0.597 | -66 | 192 |
QOS00199948 | 2025-09-03T13:00:00 | ABE-3675 | Abeokuta | MTN | 2G | 384.14 | 26.85 | 0.6 | 4.58 | 0.823 | -104 | 139 |
QOS00199949 | 2025-09-11T21:00:00 | WAR-8367 | Warri | 9mobile | 3G | 59.07 | 27.22 | 6.83 | 4.12 | 1.135 | -86 | 417 |
QOS00199950 | 2025-09-12T01:01:00 | ABE-1523 | Abeokuta | 9mobile | 5G | 9.11 | 20.25 | 654.39 | 1.67 | 1.541 | -66 | 468 |
QOS00199951 | 2025-09-20T07:32:00 | ABA-1396 | Aba | 9mobile | 3G | 126.42 | 28.43 | 4.82 | 2.11 | 1.115 | -104 | 455 |
QOS00199952 | 2025-09-16T05:05:00 | ILO-5718 | Ilorin | Glo | 4G | 32.1 | 23.74 | 29.04 | 1.35 | 1.119 | -56 | 458 |
QOS00199953 | 2025-09-11T12:49:00 | LAG-7598 | Lagos | Glo | 3G | 143.47 | 7.96 | 4.17 | 2.4 | 0.519 | -52 | 21 |
QOS00199954 | 2025-09-22T21:30:00 | CAL-5549 | Calabar | Glo | 3G | 97.37 | 16.28 | 7.15 | 4.93 | 0.228 | -102 | 130 |
QOS00199955 | 2025-09-30T02:57:00 | LAG-5049 | Lagos | Glo | 4G | 29.58 | 15.11 | 55.81 | 1.93 | 0.178 | -78 | 381 |
QOS00199956 | 2025-09-25T11:07:00 | IBA-7747 | Ibadan | 9mobile | 5G | 14.14 | 7.35 | 726.69 | 0.88 | 1.309 | -91 | 476 |
QOS00199957 | 2025-09-16T06:18:00 | BEN-1063 | Benin City | MTN | 4G | 45.56 | 4.08 | 86.43 | 3.39 | 1.404 | -63 | 193 |
QOS00199958 | 2025-09-22T00:54:00 | KAN-7929 | Kano | Glo | 3G | 56.02 | 16.91 | 1.05 | 3.65 | 0.239 | -51 | 110 |
QOS00199959 | 2025-09-19T02:58:00 | ILO-9166 | Ilorin | Glo | 4G | 49.58 | 25.53 | 58.47 | 2.98 | 0.683 | -77 | 157 |
QOS00199960 | 2025-09-09T22:42:00 | ILO-2179 | Ilorin | MTN | 4G | 34.94 | 18.86 | 23.36 | 2.56 | 0.313 | -102 | 44 |
QOS00199961 | 2025-09-18T09:23:00 | CAL-3849 | Calabar | 9mobile | 3G | 76.17 | 1.8 | 3.93 | 2.87 | 1.071 | -60 | 149 |
QOS00199962 | 2025-09-12T16:06:00 | ABA-7694 | Aba | 9mobile | 4G | 22.7 | 17.55 | 47.84 | 0.17 | 1.868 | -108 | 42 |
QOS00199963 | 2025-09-01T07:56:00 | BEN-6577 | Benin City | Glo | 3G | 64.32 | 17.83 | 8.76 | 1.7 | 0.207 | -76 | 81 |
QOS00199964 | 2025-09-29T13:03:00 | CAL-1239 | Calabar | MTN | 2G | 327.87 | 9.07 | 0.89 | 4.27 | 0.204 | -93 | 68 |
QOS00199965 | 2025-09-09T00:04:00 | BEN-3173 | Benin City | MTN | 3G | 84.66 | 14.92 | 1.39 | 4.33 | 1.6 | -96 | 205 |
QOS00199966 | 2025-09-04T01:00:00 | ABU-9587 | Abuja | Airtel | 4G | 32 | 9.85 | 95.24 | 1.17 | 0.922 | -107 | 251 |
QOS00199967 | 2025-09-15T01:22:00 | ABA-9893 | Aba | 9mobile | 4G | 34.81 | 26.34 | 29.62 | 3.73 | 0.775 | -67 | 64 |
QOS00199968 | 2025-09-03T10:30:00 | ONI-2881 | Onitsha | Glo | 4G | 35.65 | 7.65 | 63.91 | 3.29 | 0.855 | -68 | 177 |
QOS00199969 | 2025-09-08T03:29:00 | ABE-2678 | Abeokuta | 9mobile | 4G | 33.95 | 9.32 | 79.02 | 2.65 | 1.061 | -89 | 91 |
QOS00199970 | 2025-09-19T09:10:00 | JOS-2126 | Jos | 9mobile | 4G | 36.2 | 11.71 | 69.19 | 4.84 | 1.313 | -103 | 302 |
QOS00199971 | 2025-09-01T21:27:00 | WAR-7647 | Warri | Airtel | 5G | 5.55 | 6.31 | 864.08 | 2.04 | 0.522 | -50 | 245 |
QOS00199972 | 2025-09-28T03:25:00 | CAL-3065 | Calabar | 9mobile | 4G | 21.54 | 12.43 | 90.69 | 2.82 | 1.744 | -88 | 497 |
QOS00199973 | 2025-09-26T23:47:00 | IBA-5968 | Ibadan | Airtel | 4G | 47.59 | 28.82 | 88.38 | 2.36 | 1.696 | -56 | 218 |
QOS00199974 | 2025-09-04T21:00:00 | ABU-8824 | Abuja | Airtel | 4G | 20.34 | 22.08 | 73.65 | 2.15 | 0.616 | -79 | 106 |
QOS00199975 | 2025-09-08T04:44:00 | JOS-6755 | Jos | Glo | 4G | 21.29 | 27.21 | 73.33 | 1.46 | 1.094 | -71 | 101 |
QOS00199976 | 2025-09-20T18:19:00 | CAL-1394 | Calabar | Airtel | 3G | 122.26 | 24.01 | 5.68 | 4.27 | 1.433 | -92 | 348 |
QOS00199977 | 2025-09-02T08:01:00 | ONI-4683 | Onitsha | Airtel | 4G | 33.27 | 20.88 | 74.8 | 0.71 | 0.93 | -95 | 28 |
QOS00199978 | 2025-09-29T16:20:00 | ABE-9837 | Abeokuta | Airtel | 3G | 133.86 | 21.49 | 4.63 | 1.64 | 1.002 | -109 | 192 |
QOS00199979 | 2025-09-24T01:46:00 | KAN-9443 | Kano | Glo | 4G | 28.85 | 4.09 | 27.87 | 4.83 | 0.87 | -86 | 439 |
QOS00199980 | 2025-09-12T02:41:00 | JOS-5111 | Jos | 9mobile | 4G | 41.61 | 15.42 | 68.45 | 4.37 | 1.738 | -58 | 442 |
QOS00199981 | 2025-09-08T13:34:00 | WAR-5396 | Warri | Glo | 4G | 22.54 | 10.3 | 11.91 | 4.19 | 0.776 | -101 | 452 |
QOS00199982 | 2025-09-16T17:04:00 | BEN-2590 | Benin City | 9mobile | 4G | 37.64 | 2.93 | 32.22 | 0.94 | 0.534 | -84 | 313 |
QOS00199983 | 2025-09-16T13:26:00 | KAN-1998 | Kano | Airtel | 3G | 78.55 | 29.43 | 8.44 | 4.56 | 0.817 | -53 | 15 |
QOS00199984 | 2025-09-25T19:22:00 | POR-3994 | Port Harcourt | MTN | 4G | 21.68 | 29.72 | 53.91 | 0.05 | 0.518 | -104 | 365 |
QOS00199985 | 2025-09-04T00:29:00 | ABU-7086 | Abuja | Airtel | 5G | 9.73 | 4.44 | 296.23 | 4.91 | 1.233 | -99 | 416 |
QOS00199986 | 2025-09-07T18:43:00 | ABA-2329 | Aba | Glo | 4G | 29.46 | 25.73 | 40.16 | 4.93 | 1.27 | -103 | 272 |
QOS00199987 | 2025-09-02T06:16:00 | KAN-8326 | Kano | Airtel | 3G | 138.91 | 17.68 | 7.83 | 0.67 | 0.184 | -107 | 292 |
QOS00199988 | 2025-09-19T19:23:00 | WAR-3687 | Warri | Glo | 5G | 16.33 | 4.48 | 850.23 | 4.98 | 1.94 | -57 | 122 |
QOS00199989 | 2025-09-25T10:17:00 | IBA-3024 | Ibadan | MTN | 4G | 31.4 | 13.03 | 18.51 | 0.27 | 1.589 | -107 | 486 |
QOS00199990 | 2025-09-10T06:58:00 | BEN-8460 | Benin City | 9mobile | 4G | 34.75 | 26.16 | 93.89 | 4.08 | 1.311 | -65 | 27 |
QOS00199991 | 2025-09-29T13:16:00 | POR-7809 | Port Harcourt | Airtel | 4G | 34.17 | 21.58 | 73.36 | 2.5 | 1.241 | -77 | 455 |
QOS00199992 | 2025-09-08T08:23:00 | POR-1779 | Port Harcourt | 9mobile | 2G | 452.24 | 15.66 | 0.27 | 2 | 1.917 | -86 | 335 |
QOS00199993 | 2025-09-22T05:20:00 | WAR-1288 | Warri | 9mobile | 3G | 90.15 | 7.81 | 4.51 | 2.2 | 1.095 | -106 | 284 |
QOS00199994 | 2025-09-24T00:28:00 | KAD-2457 | Kaduna | Glo | 4G | 34.45 | 18.4 | 37.85 | 4.49 | 1.921 | -83 | 232 |
QOS00199995 | 2025-09-22T02:57:00 | ONI-4152 | Onitsha | MTN | 4G | 36.39 | 12.79 | 87.75 | 2.96 | 0.248 | -104 | 284 |
QOS00199996 | 2025-09-23T23:00:00 | KAD-3107 | Kaduna | Glo | 4G | 35.5 | 18.07 | 12.3 | 0.72 | 1.711 | -95 | 202 |
QOS00199997 | 2025-09-29T05:53:00 | JOS-6975 | Jos | Airtel | 3G | 138.4 | 13.71 | 4.12 | 4.57 | 0.578 | -70 | 352 |
QOS00199998 | 2025-09-16T13:16:00 | CAL-7172 | Calabar | Glo | 4G | 39.14 | 11.06 | 64.98 | 1.08 | 1.004 | -109 | 207 |
QOS00199999 | 2025-09-14T02:47:00 | POR-5186 | Port Harcourt | MTN | 4G | 31.05 | 9.2 | 45.37 | 1.43 | 0.429 | -105 | 265 |
QOS00200000 | 2025-09-04T07:10:00 | POR-7476 | Port Harcourt | MTN | 4G | 38.85 | 17.87 | 28.77 | 0.67 | 1.218 | -84 | 57 |
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