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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ULL00000101 | 2025-09-17T09:53:23 | drone_control | Lagos | LAG-7099 | 7.4 | 2.26 | 0.114 | 89.85 | 6,297 | true | Glo | smartphone |
ULL00000102 | 2025-09-30T20:43:55 | telemedicine | Port Harcourt | POR-7056 | 14.87 | 2.78 | 0.113 | 327.71 | 736 | false | 9mobile | iot_device |
ULL00000103 | 2025-09-23T09:15:03 | drone_control | Port Harcourt | POR-6922 | 5.79 | 3.72 | 0.288 | 404.04 | 3,418 | true | Glo | smartphone |
ULL00000104 | 2025-09-27T07:35:24 | telemedicine | Port Harcourt | POR-5006 | 5.38 | 3.71 | 0.051 | 318.79 | 5,887 | true | Glo | iot_device |
ULL00000105 | 2025-10-01T00:51:40 | autonomous_driving | Lagos | LAG-8269 | 4.02 | 0.15 | 0.011 | 403.13 | 3,581 | true | Glo | industrial_equipment |
ULL00000106 | 2025-09-16T10:13:58 | real_time_trading | Port Harcourt | POR-4453 | 9.59 | 1.21 | 0.393 | 198.37 | 1,059 | true | 9mobile | industrial_equipment |
ULL00000107 | 2025-09-25T20:17:37 | ar_vr_gaming | Port Harcourt | POR-7210 | 6.56 | 1.2 | 0.175 | 212.38 | 1,300 | true | 9mobile | smartphone |
ULL00000108 | 2025-09-26T18:57:46 | autonomous_driving | Lagos | LAG-4120 | 2.67 | 0.64 | 0.043 | 73.07 | 6,409 | true | Airtel | vehicle |
ULL00000109 | 2025-09-12T03:08:29 | industrial_robotics | Abuja | ABU-1078 | 4.68 | 0.87 | 0.042 | 187.89 | 6,967 | true | Airtel | smartphone |
ULL00000110 | 2025-09-20T06:35:36 | ar_vr_gaming | Abuja | ABU-4942 | 14.36 | 4.43 | 0.422 | 231.79 | 5,516 | false | MTN | smartphone |
ULL00000111 | 2025-09-27T02:42:29 | remote_surgery | Lagos | LAG-6160 | 4.63 | 0.16 | 0.094 | 356.2 | 1,592 | true | MTN | iot_device |
ULL00000112 | 2025-09-14T08:01:32 | autonomous_driving | Port Harcourt | POR-6229 | 4.18 | 0.54 | 0.008 | 191.99 | 536 | true | Airtel | vehicle |
ULL00000113 | 2025-09-09T08:23:33 | autonomous_driving | Port Harcourt | POR-6956 | 2.09 | 0.46 | 0.041 | 317.23 | 2,673 | true | MTN | smartphone |
ULL00000114 | 2025-09-29T13:09:09 | remote_surgery | Port Harcourt | POR-5081 | 3.86 | 0.17 | 0.095 | 115.41 | 992 | true | Airtel | iot_device |
ULL00000115 | 2025-09-28T12:10:00 | autonomous_driving | Port Harcourt | POR-6947 | 1.15 | 0.64 | 0.096 | 53.99 | 419 | true | MTN | smartphone |
ULL00000116 | 2025-09-05T05:00:09 | telemedicine | Abuja | ABU-8159 | 6.91 | 2.96 | 0.093 | 496.98 | 5,895 | true | 9mobile | iot_device |
ULL00000117 | 2025-09-21T16:36:36 | telemedicine | Port Harcourt | POR-1884 | 6.92 | 3.52 | 0.334 | 339.8 | 2,601 | true | MTN | smartphone |
ULL00000118 | 2025-09-12T18:44:49 | drone_control | Port Harcourt | POR-5002 | 14.76 | 4.32 | 0.369 | 209.57 | 6,288 | false | Glo | industrial_equipment |
ULL00000119 | 2025-09-06T00:21:25 | industrial_robotics | Lagos | LAG-6415 | 4.3 | 0.73 | 0.026 | 297.04 | 2,985 | true | Glo | smartphone |
ULL00000120 | 2025-09-01T17:37:53 | real_time_trading | Abuja | ABU-3532 | 13.99 | 4.6 | 0.372 | 392.89 | 1,768 | false | Airtel | iot_device |
ULL00000121 | 2025-09-16T04:55:12 | autonomous_driving | Abuja | ABU-6554 | 2.04 | 0.37 | 0.043 | 398.35 | 2,002 | true | Airtel | smartphone |
ULL00000122 | 2025-10-01T08:32:47 | remote_surgery | Lagos | LAG-2394 | 2.94 | 0.32 | 0.043 | 401.39 | 2,930 | true | Glo | industrial_equipment |
ULL00000123 | 2025-10-01T12:38:58 | industrial_robotics | Abuja | ABU-6409 | 3.5 | 0.77 | 0.077 | 291.15 | 2,261 | true | 9mobile | iot_device |
ULL00000124 | 2025-09-15T20:07:15 | remote_surgery | Lagos | LAG-6099 | 2.71 | 0.32 | 0.034 | 401.73 | 1,334 | true | Airtel | iot_device |
ULL00000125 | 2025-09-18T02:29:48 | telemedicine | Lagos | LAG-3280 | 14.62 | 4.14 | 0.432 | 281.59 | 2,940 | false | 9mobile | vehicle |
ULL00000126 | 2025-09-15T17:23:47 | real_time_trading | Abuja | ABU-3692 | 9.59 | 2.44 | 0.388 | 336.4 | 1,770 | true | Airtel | iot_device |
ULL00000127 | 2025-09-01T08:08:13 | telemedicine | Port Harcourt | POR-2237 | 8.77 | 4.5 | 0.436 | 283.88 | 5,758 | true | MTN | industrial_equipment |
ULL00000128 | 2025-09-17T00:23:53 | ar_vr_gaming | Abuja | ABU-1089 | 7.65 | 2 | 0.085 | 478.05 | 3,002 | true | Airtel | iot_device |
ULL00000129 | 2025-09-18T20:42:00 | ar_vr_gaming | Abuja | ABU-7780 | 8.53 | 2.21 | 0.109 | 234.61 | 5,061 | true | 9mobile | smartphone |
ULL00000130 | 2025-09-28T21:21:15 | remote_surgery | Abuja | ABU-6886 | 3.49 | 0.24 | 0.057 | 364.49 | 1,566 | true | MTN | smartphone |
ULL00000131 | 2025-09-29T22:51:35 | remote_surgery | Abuja | ABU-2104 | 2.25 | 0.33 | 0.053 | 490.8 | 6,142 | true | 9mobile | iot_device |
ULL00000132 | 2025-09-08T02:20:13 | drone_control | Lagos | LAG-2693 | 14.25 | 3.99 | 0.149 | 370.85 | 953 | false | MTN | iot_device |
ULL00000133 | 2025-09-16T12:57:54 | autonomous_driving | Lagos | LAG-4486 | 3.76 | 0.91 | 0.071 | 108.9 | 4,133 | true | Glo | vehicle |
ULL00000134 | 2025-09-09T04:05:48 | remote_surgery | Lagos | LAG-8963 | 1.61 | 0.96 | 0.095 | 170.13 | 2,023 | true | MTN | smartphone |
ULL00000135 | 2025-09-22T14:19:09 | remote_surgery | Port Harcourt | POR-8241 | 4.94 | 0.75 | 0.029 | 486.31 | 5,647 | true | 9mobile | smartphone |
ULL00000136 | 2025-09-24T16:53:39 | drone_control | Abuja | ABU-1465 | 8.76 | 1.52 | 0.474 | 121.02 | 6,469 | true | Glo | smartphone |
ULL00000137 | 2025-09-28T03:43:15 | autonomous_driving | Lagos | LAG-2759 | 1.74 | 0.36 | 0.054 | 329.1 | 474 | true | MTN | smartphone |
ULL00000138 | 2025-09-28T04:55:05 | drone_control | Port Harcourt | POR-2788 | 9.17 | 2.77 | 0.25 | 62.23 | 247 | true | 9mobile | iot_device |
ULL00000139 | 2025-09-18T13:29:29 | ar_vr_gaming | Lagos | LAG-7446 | 6.46 | 3.8 | 0.305 | 129.8 | 6,539 | true | 9mobile | industrial_equipment |
ULL00000140 | 2025-09-23T04:17:10 | drone_control | Port Harcourt | POR-8983 | 10.1 | 3.2 | 0.456 | 350.83 | 4,189 | false | Airtel | vehicle |
ULL00000141 | 2025-09-19T23:42:51 | industrial_robotics | Lagos | LAG-1901 | 3.73 | 0.91 | 0.017 | 277.89 | 1,971 | true | Glo | industrial_equipment |
ULL00000142 | 2025-09-01T20:42:23 | telemedicine | Port Harcourt | POR-6631 | 10.43 | 3.36 | 0.392 | 312.79 | 6,711 | false | 9mobile | smartphone |
ULL00000143 | 2025-09-22T08:31:09 | real_time_trading | Lagos | LAG-4699 | 11.41 | 2.37 | 0.004 | 414.48 | 6,893 | false | 9mobile | iot_device |
ULL00000144 | 2025-09-26T03:08:10 | industrial_robotics | Lagos | LAG-5054 | 4.71 | 0.8 | 0.095 | 147.2 | 762 | true | Glo | vehicle |
ULL00000145 | 2025-09-01T06:43:26 | drone_control | Abuja | ABU-6886 | 11.29 | 4 | 0.493 | 232.26 | 7,010 | false | MTN | industrial_equipment |
ULL00000146 | 2025-10-01T09:28:46 | industrial_robotics | Port Harcourt | POR-9133 | 3.03 | 0.5 | 0.029 | 389.19 | 4,812 | true | 9mobile | smartphone |
ULL00000147 | 2025-09-22T19:22:47 | ar_vr_gaming | Lagos | LAG-3925 | 14.2 | 2.52 | 0.32 | 88.58 | 150 | false | Glo | smartphone |
ULL00000148 | 2025-09-19T11:37:38 | ar_vr_gaming | Port Harcourt | POR-5319 | 7.29 | 1.66 | 0.011 | 184.99 | 136 | true | 9mobile | industrial_equipment |
ULL00000149 | 2025-09-09T03:33:10 | autonomous_driving | Abuja | ABU-5754 | 4.34 | 0.86 | 0.01 | 190.84 | 3,964 | true | Glo | iot_device |
ULL00000150 | 2025-09-11T04:30:53 | remote_surgery | Abuja | ABU-4195 | 3.51 | 0.14 | 0.074 | 356.57 | 5,748 | true | 9mobile | industrial_equipment |
ULL00000151 | 2025-09-09T07:05:52 | real_time_trading | Abuja | ABU-2043 | 9.86 | 1.26 | 0.293 | 351.31 | 715 | true | 9mobile | iot_device |
ULL00000152 | 2025-09-16T12:01:19 | real_time_trading | Lagos | LAG-5414 | 8.88 | 4.95 | 0.416 | 178.45 | 3,282 | true | MTN | smartphone |
ULL00000153 | 2025-09-12T01:43:04 | industrial_robotics | Port Harcourt | POR-4681 | 3.66 | 0.91 | 0.094 | 243.02 | 5,590 | true | 9mobile | industrial_equipment |
ULL00000154 | 2025-09-02T07:15:12 | real_time_trading | Lagos | LAG-4276 | 5.69 | 2.06 | 0.473 | 382 | 1,303 | true | 9mobile | iot_device |
ULL00000155 | 2025-09-13T04:45:43 | ar_vr_gaming | Lagos | LAG-3036 | 7.46 | 4.79 | 0.125 | 432.82 | 68 | true | Glo | smartphone |
ULL00000156 | 2025-09-19T10:34:49 | industrial_robotics | Lagos | LAG-9983 | 2.77 | 0.66 | 0.066 | 225.1 | 1,864 | true | MTN | iot_device |
ULL00000157 | 2025-09-02T23:40:29 | remote_surgery | Port Harcourt | POR-7202 | 1.93 | 0.73 | 0.081 | 143.65 | 735 | true | Glo | industrial_equipment |
ULL00000158 | 2025-09-11T01:51:15 | drone_control | Port Harcourt | POR-2093 | 8.61 | 1.44 | 0.493 | 95.58 | 1,516 | true | MTN | vehicle |
ULL00000159 | 2025-09-17T12:30:15 | industrial_robotics | Port Harcourt | POR-5128 | 3.01 | 0.88 | 0.038 | 280.66 | 1,129 | true | Airtel | smartphone |
ULL00000160 | 2025-09-26T02:28:43 | industrial_robotics | Lagos | LAG-1878 | 1.53 | 0.24 | 0.04 | 496.83 | 4,414 | true | 9mobile | iot_device |
ULL00000161 | 2025-09-22T04:23:06 | telemedicine | Lagos | LAG-5505 | 6.94 | 1.04 | 0.291 | 277.53 | 6,857 | true | MTN | smartphone |
ULL00000162 | 2025-09-26T03:29:57 | drone_control | Abuja | ABU-6190 | 11.13 | 4.68 | 0.323 | 369.54 | 2,534 | false | Airtel | smartphone |
ULL00000163 | 2025-10-01T09:11:41 | remote_surgery | Port Harcourt | POR-1619 | 4.88 | 0.63 | 0.033 | 99.39 | 5,287 | true | Airtel | smartphone |
ULL00000164 | 2025-09-20T00:33:27 | telemedicine | Port Harcourt | POR-5136 | 5.15 | 4.38 | 0.026 | 213.3 | 1,568 | true | 9mobile | smartphone |
ULL00000165 | 2025-09-21T18:29:44 | drone_control | Port Harcourt | POR-6894 | 7.12 | 2.62 | 0.38 | 54.56 | 4,432 | true | Airtel | smartphone |
ULL00000166 | 2025-09-26T23:43:00 | industrial_robotics | Lagos | LAG-8453 | 1.15 | 0.86 | 0.089 | 422.72 | 791 | true | Airtel | industrial_equipment |
ULL00000167 | 2025-09-20T03:54:10 | autonomous_driving | Lagos | LAG-9526 | 4.18 | 0.76 | 0.068 | 73.2 | 2,614 | true | 9mobile | industrial_equipment |
ULL00000168 | 2025-09-11T18:49:31 | real_time_trading | Port Harcourt | POR-5271 | 9.84 | 4.6 | 0.138 | 238.63 | 6,400 | true | Airtel | iot_device |
ULL00000169 | 2025-09-24T23:31:37 | industrial_robotics | Lagos | LAG-5682 | 4.08 | 0.84 | 0.04 | 270.41 | 5,802 | true | Glo | iot_device |
ULL00000170 | 2025-09-03T04:48:48 | telemedicine | Port Harcourt | POR-6340 | 9.33 | 1.22 | 0.434 | 255.23 | 1,946 | true | MTN | smartphone |
ULL00000171 | 2025-09-12T04:47:05 | telemedicine | Lagos | LAG-6675 | 5.44 | 2.39 | 0.194 | 371.55 | 6,403 | true | 9mobile | industrial_equipment |
ULL00000172 | 2025-09-07T21:36:48 | real_time_trading | Abuja | ABU-7479 | 10.31 | 1.45 | 0.393 | 190.04 | 3,809 | false | Airtel | smartphone |
ULL00000173 | 2025-09-10T04:33:22 | industrial_robotics | Abuja | ABU-1283 | 1.07 | 0.59 | 0.009 | 199.36 | 4,156 | true | MTN | vehicle |
ULL00000174 | 2025-09-06T12:26:06 | real_time_trading | Port Harcourt | POR-8180 | 10.9 | 2.99 | 0.423 | 164.11 | 6,164 | false | Airtel | vehicle |
ULL00000175 | 2025-09-24T08:00:49 | drone_control | Abuja | ABU-6669 | 8.03 | 1.46 | 0.181 | 227.46 | 2,498 | true | Airtel | iot_device |
ULL00000176 | 2025-09-02T23:54:18 | drone_control | Port Harcourt | POR-8484 | 13.73 | 2.46 | 0.465 | 178.43 | 4,887 | false | 9mobile | smartphone |
ULL00000177 | 2025-09-17T08:36:29 | remote_surgery | Port Harcourt | POR-8257 | 2.88 | 0.84 | 0.044 | 85.23 | 3,002 | true | 9mobile | iot_device |
ULL00000178 | 2025-09-18T02:22:11 | real_time_trading | Port Harcourt | POR-8907 | 13.87 | 3.07 | 0.278 | 233.22 | 5,543 | false | Glo | vehicle |
ULL00000179 | 2025-09-04T08:47:06 | remote_surgery | Lagos | LAG-1959 | 1.72 | 0.74 | 0.047 | 335.42 | 7,095 | true | Glo | iot_device |
ULL00000180 | 2025-09-21T19:37:30 | autonomous_driving | Abuja | ABU-6197 | 4.72 | 0.57 | 0.004 | 371.41 | 5,150 | true | MTN | industrial_equipment |
ULL00000181 | 2025-09-12T12:28:54 | remote_surgery | Port Harcourt | POR-2100 | 2.68 | 0.3 | 0.022 | 309.87 | 6,837 | true | Glo | iot_device |
ULL00000182 | 2025-09-16T07:01:12 | drone_control | Lagos | LAG-5627 | 13.91 | 3.54 | 0.286 | 108.98 | 2,586 | false | Airtel | smartphone |
ULL00000183 | 2025-09-09T18:35:15 | industrial_robotics | Port Harcourt | POR-9295 | 3.12 | 0.75 | 0.042 | 287.68 | 1,053 | true | Airtel | smartphone |
ULL00000184 | 2025-09-16T06:40:45 | drone_control | Port Harcourt | POR-9016 | 9.23 | 4.66 | 0.318 | 489.93 | 2,888 | true | Glo | industrial_equipment |
ULL00000185 | 2025-09-16T13:17:32 | ar_vr_gaming | Port Harcourt | POR-2927 | 6.83 | 2.31 | 0.409 | 252.49 | 1,537 | true | Glo | industrial_equipment |
ULL00000186 | 2025-09-27T16:21:52 | drone_control | Abuja | ABU-9826 | 12.7 | 2.13 | 0.276 | 343.45 | 315 | false | Glo | industrial_equipment |
ULL00000187 | 2025-09-21T17:45:16 | industrial_robotics | Port Harcourt | POR-8224 | 4.74 | 0.45 | 0.032 | 412.58 | 287 | true | MTN | iot_device |
ULL00000188 | 2025-09-29T00:19:39 | drone_control | Abuja | ABU-8454 | 6.75 | 4.46 | 0.035 | 312 | 5,063 | true | Airtel | iot_device |
ULL00000189 | 2025-09-01T18:27:59 | ar_vr_gaming | Abuja | ABU-3003 | 7.75 | 3.72 | 0.172 | 486.66 | 6,644 | true | Airtel | smartphone |
ULL00000190 | 2025-09-22T00:50:32 | remote_surgery | Port Harcourt | POR-5152 | 2.89 | 0.42 | 0.007 | 405.41 | 2,193 | true | Glo | iot_device |
ULL00000191 | 2025-09-12T07:22:06 | remote_surgery | Port Harcourt | POR-3524 | 3.62 | 0.99 | 0.037 | 103.69 | 6,772 | true | Airtel | smartphone |
ULL00000192 | 2025-09-30T04:27:23 | telemedicine | Lagos | LAG-7624 | 7.77 | 3.37 | 0.257 | 263.43 | 468 | true | Glo | smartphone |
ULL00000193 | 2025-09-18T17:22:55 | remote_surgery | Lagos | LAG-9300 | 3.76 | 0.45 | 0.086 | 496.78 | 5,714 | true | MTN | iot_device |
ULL00000194 | 2025-09-09T19:16:52 | ar_vr_gaming | Lagos | LAG-9527 | 14.5 | 2.97 | 0.322 | 343.8 | 3,106 | false | Glo | smartphone |
ULL00000195 | 2025-09-14T16:49:18 | real_time_trading | Abuja | ABU-8465 | 10.15 | 2.15 | 0.165 | 321.84 | 6,865 | false | MTN | iot_device |
ULL00000196 | 2025-09-18T20:45:05 | industrial_robotics | Port Harcourt | POR-4324 | 4.93 | 0.89 | 0.031 | 135.17 | 5,878 | true | 9mobile | iot_device |
ULL00000197 | 2025-09-08T00:13:03 | telemedicine | Port Harcourt | POR-4914 | 6.19 | 3.01 | 0.449 | 163.76 | 6,192 | true | 9mobile | industrial_equipment |
ULL00000198 | 2025-09-21T18:20:36 | autonomous_driving | Lagos | LAG-7129 | 1.64 | 0.96 | 0.073 | 331.59 | 570 | true | 9mobile | smartphone |
ULL00000199 | 2025-09-19T01:02:13 | real_time_trading | Port Harcourt | POR-8452 | 14.2 | 1.64 | 0.367 | 173.24 | 4,332 | false | Airtel | iot_device |
ULL00000200 | 2025-10-01T02:09:44 | drone_control | Lagos | LAG-1488 | 7.02 | 3.27 | 0.062 | 81.09 | 156 | true | Airtel | iot_device |
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