timestamp stringdate 2024-10-11 22:28:37 2025-10-11 22:27:15 | origin_city stringclasses 5
values | origin_lat float64 4.67 12.2 | origin_lon float64 3.18 8.73 | dest_city stringclasses 5
values | dest_lat float64 4.67 12.2 | dest_lon float64 3.17 8.73 | planned_distance_km float64 3 900 | planned_time_min float64 1.2 820 | constraints stringclasses 26
values | optimized_distance_km float64 1 898 | optimized_time_min float64 5 799 | savings_km float64 -5 32.4 | savings_min float64 -10 84.5 | feasible bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025-04-27 22:06:26 | Port Harcourt | 4.840569 | 7.001198 | Abuja | 8.981981 | 7.247387 | 7.66 | 5.4 | 1.78 | 6.2 | 5.88 | -0.8 | false | |
2024-11-06 02:47:12 | Port Harcourt | 4.828592 | 7.010739 | Ibadan | 7.433887 | 3.936132 | 13.98 | 10.1 | avoid_flood_zones | 4.63 | 5 | 9.35 | 5.1 | true |
2025-07-08 20:34:58 | Port Harcourt | 4.983025 | 7.07416 | Abuja | 8.931163 | 7.581344 | 63.12 | 53.6 | no_toll | 56.19 | 21.8 | 6.92 | 31.8 | true |
2025-09-25 08:05:34 | Lagos | 6.70323 | 3.198262 | Ibadan | 7.409307 | 3.88161 | 154.33 | 173.1 | 159.33 | 179.1 | -5 | -6 | false | |
2024-11-18 17:36:24 | Abuja | 8.913051 | 7.273425 | Port Harcourt | 4.824492 | 7.124845 | 17.03 | 12.4 | 16.02 | 5 | 1.01 | 7.4 | true | |
2025-09-19 02:13:54 | Port Harcourt | 4.802932 | 6.944836 | Lagos | 6.670975 | 3.482028 | 20.17 | 15.4 | 7.52 | 17.4 | 12.65 | -2 | false | |
2025-03-24 03:15:52 | Abuja | 9.117857 | 7.323114 | Kano | 12.210114 | 8.470254 | 64.79 | 68.7 | 60.33 | 58.3 | 4.46 | 10.4 | true | |
2025-07-13 23:55:50 | Lagos | 6.687676 | 3.29535 | Port Harcourt | 4.939337 | 7.123149 | 17.13 | 16 | 18.81 | 26 | -1.68 | -10 | false | |
2024-12-10 11:02:38 | Ibadan | 7.391325 | 3.855859 | Abuja | 9.059744 | 7.604792 | 100.96 | 55.7 | hazmat | 85.76 | 55.2 | 15.2 | 0.6 | true |
2025-08-19 13:38:13 | Ibadan | 7.425035 | 3.936399 | Kano | 12.017344 | 8.624561 | 49.19 | 33.8 | low_emission | 46.92 | 7.8 | 2.27 | 26 | true |
2025-08-10 11:51:18 | Port Harcourt | 4.970183 | 7.190446 | Abuja | 8.934218 | 7.44883 | 20.41 | 18.4 | hazmat | 19.25 | 5 | 1.16 | 13.4 | true |
2025-07-07 05:56:38 | Ibadan | 7.356148 | 3.834566 | Abuja | 9.042275 | 7.503137 | 23.87 | 18.8 | no_toll | 27.17 | 5 | -3.3 | 13.8 | false |
2024-12-03 01:38:22 | Kano | 11.956987 | 8.691287 | Ibadan | 7.486839 | 3.925327 | 27.74 | 18.4 | time_windows | 17.7 | 28.4 | 10.04 | -10 | false |
2025-09-26 20:04:41 | Lagos | 6.43107 | 3.250935 | Port Harcourt | 5.060742 | 6.97248 | 133.28 | 110.4 | avoid_flood_zones | 138.28 | 109.8 | -5 | 0.6 | true |
2025-03-07 18:18:39 | Abuja | 9.001522 | 7.451966 | Port Harcourt | 4.971513 | 7.19003 | 45.79 | 40.3 | avoid_flood_zones | 32.39 | 24.8 | 13.4 | 15.5 | true |
2025-05-10 22:32:59 | Abuja | 9.109261 | 7.546435 | Port Harcourt | 5.004126 | 7.060278 | 22.1 | 18.2 | 24.73 | 5 | -2.62 | 13.2 | false | |
2025-04-16 05:30:14 | Kano | 11.965165 | 8.593961 | Lagos | 6.458173 | 3.56782 | 19.24 | 13.3 | low_emission,no_toll | 18.43 | 23.3 | 0.81 | -10 | false |
2025-09-04 21:40:22 | Abuja | 9.088189 | 7.307361 | Lagos | 6.676008 | 3.322375 | 72.98 | 73 | 73.94 | 36.9 | -0.96 | 36.1 | true | |
2025-07-21 16:02:05 | Port Harcourt | 4.711325 | 7.146328 | Lagos | 6.507396 | 3.248463 | 37.71 | 27.6 | 25.49 | 5 | 12.23 | 22.6 | true | |
2025-08-11 04:57:12 | Lagos | 6.647425 | 3.291662 | Abuja | 8.928121 | 7.382609 | 34.94 | 29.4 | avoid_flood_zones | 33.27 | 10.1 | 1.67 | 19.3 | true |
2025-03-27 08:04:33 | Port Harcourt | 4.986956 | 7.089373 | Ibadan | 7.553534 | 3.830607 | 26 | 26.4 | hazmat | 15.86 | 26.5 | 10.14 | -0.1 | false |
2025-09-09 04:03:29 | Port Harcourt | 4.95549 | 7.055672 | Lagos | 6.368877 | 3.238244 | 15.6 | 11.8 | 20.52 | 8.8 | -4.92 | 3 | false | |
2025-04-27 11:55:01 | Kano | 12.052571 | 8.692429 | Abuja | 9.154165 | 7.390163 | 22.52 | 17 | low_emission | 27.52 | 5 | -5 | 12 | false |
2025-10-09 08:46:10 | Port Harcourt | 5.043169 | 6.977214 | Ibadan | 7.343528 | 4.01463 | 33.01 | 24.9 | 33.68 | 28.5 | -0.67 | -3.6 | false | |
2024-11-02 19:39:36 | Abuja | 9.123638 | 7.247887 | Port Harcourt | 5.024434 | 7.103367 | 99.22 | 69.6 | low_emission,avoid_flood_zones | 87.95 | 21.4 | 11.28 | 48.3 | true |
2025-09-29 10:41:32 | Abuja | 9.170164 | 7.427533 | Kano | 12.060077 | 8.554003 | 17.02 | 10.8 | avoid_flood_zones | 20.61 | 5 | -3.6 | 5.8 | false |
2025-07-03 12:29:51 | Ibadan | 7.301571 | 4.019406 | Port Harcourt | 4.965561 | 6.97478 | 30.76 | 29 | time_windows | 35.48 | 7.2 | -4.71 | 21.8 | false |
2024-11-05 04:17:46 | Abuja | 8.939571 | 7.299506 | Ibadan | 7.509339 | 3.893058 | 24.83 | 18.9 | avoid_flood_zones | 8.81 | 5 | 16.02 | 13.9 | true |
2025-01-02 17:12:56 | Lagos | 6.595489 | 3.367177 | Port Harcourt | 5.013522 | 7.091306 | 28.78 | 20.4 | low_emission,time_windows | 29.32 | 15.5 | -0.54 | 4.9 | true |
2025-07-03 16:33:22 | Abuja | 9.020294 | 7.249426 | Lagos | 6.706504 | 3.312544 | 55.73 | 45 | 46.89 | 47.7 | 8.85 | -2.7 | false | |
2025-05-28 15:56:31 | Kano | 12.155919 | 8.484645 | Abuja | 9.041502 | 7.351485 | 28.83 | 24.5 | low_emission | 22.81 | 5 | 6.02 | 19.5 | true |
2025-01-20 19:23:15 | Ibadan | 7.448676 | 3.959885 | Kano | 12.038245 | 8.534437 | 146.97 | 114.3 | hazmat | 145.26 | 74.5 | 1.71 | 39.8 | true |
2025-02-20 18:57:25 | Kano | 12.148163 | 8.455619 | Ibadan | 7.559859 | 3.833477 | 35.87 | 27.7 | 27 | 37.7 | 8.87 | -10 | false | |
2025-05-21 19:53:50 | Lagos | 6.444433 | 3.233666 | Kano | 12.03988 | 8.622353 | 14.19 | 11.3 | no_toll | 8.8 | 17.9 | 5.39 | -6.6 | false |
2024-11-02 00:41:21 | Ibadan | 7.306191 | 4.007688 | Kano | 11.984729 | 8.565714 | 27.55 | 18.6 | 27.77 | 7.3 | -0.22 | 11.3 | true | |
2025-07-27 20:01:40 | Kano | 12.058971 | 8.660952 | Port Harcourt | 4.836293 | 6.939451 | 15.06 | 11.2 | time_windows,no_toll | 12.18 | 5 | 2.88 | 6.2 | true |
2025-05-08 23:01:00 | Abuja | 8.949114 | 7.348851 | Port Harcourt | 4.727712 | 7.169248 | 28.43 | 11.4 | no_toll | 25.65 | 21.4 | 2.79 | -10 | false |
2025-03-10 09:20:58 | Kano | 12.087545 | 8.432842 | Lagos | 6.590836 | 3.494541 | 10.46 | 8.5 | 1 | 5 | 9.46 | 3.5 | true | |
2025-02-25 01:16:50 | Ibadan | 7.417541 | 3.910271 | Port Harcourt | 4.733467 | 7.038748 | 26.55 | 19.5 | no_toll | 6.12 | 11 | 20.43 | 8.5 | true |
2024-10-19 13:47:21 | Kano | 12.052947 | 8.513326 | Lagos | 6.658435 | 3.214737 | 89.42 | 51.4 | avoid_flood_zones | 92.47 | 40.2 | -3.05 | 11.1 | true |
2024-11-20 23:14:30 | Lagos | 6.656558 | 3.253751 | Port Harcourt | 5.074102 | 7.096442 | 22.92 | 18.6 | avoid_flood_zones | 23.77 | 10 | -0.85 | 8.6 | true |
2025-01-15 21:40:25 | Lagos | 6.493795 | 3.262748 | Abuja | 9.032685 | 7.571107 | 46.77 | 42.8 | hazmat | 36.04 | 52.8 | 10.72 | -10 | false |
2025-05-21 03:05:52 | Ibadan | 7.533637 | 3.938938 | Kano | 12.031195 | 8.542438 | 26.28 | 19 | no_toll | 15.19 | 14.1 | 11.09 | 4.9 | true |
2025-07-24 12:04:18 | Abuja | 9.195689 | 7.5015 | Lagos | 6.423021 | 3.23334 | 36.1 | 29.3 | time_windows | 40.2 | 5 | -4.1 | 24.3 | false |
2024-12-20 19:06:07 | Abuja | 9.027036 | 7.309108 | Ibadan | 7.530341 | 4.036971 | 10.65 | 8.3 | 8.91 | 14.4 | 1.73 | -6.1 | false | |
2024-10-24 05:57:57 | Port Harcourt | 5.032934 | 7.154232 | Kano | 12.188099 | 8.402399 | 33.97 | 26.3 | 29.84 | 7.8 | 4.12 | 18.5 | true | |
2024-10-20 08:55:52 | Kano | 11.92551 | 8.428201 | Ibadan | 7.492978 | 3.893882 | 25.95 | 13.3 | no_toll | 29.43 | 5 | -3.47 | 8.3 | false |
2025-01-11 10:05:26 | Abuja | 8.982992 | 7.322861 | Port Harcourt | 5.053282 | 7.136983 | 10.29 | 7.4 | 10.03 | 12 | 0.26 | -4.6 | false | |
2025-09-09 11:10:19 | Ibadan | 7.469936 | 4.011601 | Port Harcourt | 4.679062 | 6.94887 | 44.64 | 21.2 | time_windows | 46.62 | 5 | -1.99 | 16.2 | true |
2024-10-19 04:57:51 | Port Harcourt | 4.905084 | 7.135913 | Kano | 12.152403 | 8.529041 | 16.54 | 14.7 | 11.82 | 5 | 4.72 | 9.7 | true | |
2025-03-14 12:36:58 | Lagos | 6.464765 | 3.514147 | Kano | 12.160866 | 8.569039 | 21.54 | 16 | time_windows,low_emission | 4.43 | 21.7 | 17.11 | -5.6 | false |
2025-07-04 15:39:59 | Kano | 12.113083 | 8.534102 | Abuja | 9.088211 | 7.418369 | 118.37 | 89.7 | 117.31 | 74 | 1.06 | 15.7 | true | |
2024-10-20 18:55:24 | Abuja | 9.105639 | 7.284368 | Lagos | 6.319364 | 3.323285 | 23.34 | 20.2 | 23.84 | 5 | -0.49 | 15.2 | true | |
2025-03-01 00:23:58 | Ibadan | 7.514475 | 4.009165 | Lagos | 6.59288 | 3.310858 | 6.96 | 5 | avoid_flood_zones | 1 | 5 | 5.96 | -0 | false |
2025-05-03 12:28:48 | Lagos | 6.687343 | 3.232525 | Ibadan | 7.342692 | 4.091127 | 49.59 | 39.8 | no_toll,hazmat | 38.11 | 26.8 | 11.48 | 12.9 | true |
2024-12-07 21:36:06 | Lagos | 6.330466 | 3.25651 | Ibadan | 7.327457 | 4.103074 | 28.03 | 17.5 | avoid_flood_zones | 16.52 | 5 | 11.51 | 12.5 | true |
2025-05-28 20:33:34 | Lagos | 6.56232 | 3.499713 | Abuja | 9.014064 | 7.212245 | 76.92 | 66.7 | low_emission | 78.06 | 65 | -1.14 | 1.7 | true |
2025-09-08 18:09:43 | Port Harcourt | 4.852099 | 6.957294 | Lagos | 6.474106 | 3.40897 | 46.86 | 33 | 44.02 | 35.5 | 2.84 | -2.5 | false | |
2025-05-09 19:24:37 | Ibadan | 7.493885 | 3.861193 | Lagos | 6.680482 | 3.401575 | 19.95 | 12.5 | 13.41 | 5 | 6.54 | 7.5 | true | |
2025-05-08 13:20:42 | Port Harcourt | 4.946962 | 6.997644 | Abuja | 8.93432 | 7.202276 | 27.31 | 14.1 | 21.53 | 5 | 5.78 | 9.1 | true | |
2025-08-09 17:43:26 | Lagos | 6.695985 | 3.224664 | Ibadan | 7.538866 | 4.069118 | 31.24 | 23.7 | 23.79 | 5 | 7.45 | 18.7 | true | |
2025-04-08 15:22:52 | Port Harcourt | 4.961963 | 7.002923 | Ibadan | 7.413751 | 4.012216 | 67.39 | 56.7 | low_emission | 50.49 | 63.7 | 16.89 | -6.9 | false |
2025-06-29 05:11:09 | Port Harcourt | 4.811298 | 6.966718 | Ibadan | 7.526592 | 3.876699 | 13.89 | 11.5 | 13.27 | 19.6 | 0.62 | -8.1 | false | |
2025-09-02 23:59:16 | Lagos | 6.459315 | 3.53476 | Port Harcourt | 4.76325 | 7.043256 | 21.59 | 15.7 | no_toll | 13.82 | 5 | 7.78 | 10.7 | true |
2024-12-19 03:28:16 | Kano | 12.10836 | 8.520037 | Lagos | 6.631104 | 3.312354 | 50.37 | 32.9 | 45.46 | 8.6 | 4.91 | 24.2 | true | |
2025-06-03 13:34:52 | Port Harcourt | 5.077726 | 7.118911 | Lagos | 6.663925 | 3.4248 | 39.03 | 31.2 | 43.7 | 24.9 | -4.67 | 6.3 | false | |
2025-05-01 00:25:46 | Abuja | 8.979486 | 7.20335 | Port Harcourt | 4.896949 | 7.019932 | 196.28 | 156.3 | 190.48 | 132.2 | 5.8 | 24.1 | true | |
2025-03-19 17:14:01 | Abuja | 9.081448 | 7.24933 | Kano | 12.106061 | 8.511268 | 31.14 | 24.4 | 23.72 | 27.6 | 7.42 | -3.2 | false | |
2024-12-11 02:54:10 | Lagos | 6.596731 | 3.262654 | Abuja | 9.187445 | 7.329305 | 27.58 | 14.1 | 24.05 | 5 | 3.53 | 9.1 | true | |
2025-10-11 21:47:47 | Abuja | 9.107897 | 7.537172 | Lagos | 6.432781 | 3.483868 | 16.83 | 10.6 | no_toll | 7.74 | 5 | 9.09 | 5.6 | true |
2025-06-06 08:49:48 | Kano | 12.187028 | 8.678254 | Port Harcourt | 4.995512 | 7.018291 | 33.38 | 27.7 | 29.09 | 15.9 | 4.29 | 11.8 | true | |
2024-12-13 22:36:34 | Port Harcourt | 4.779959 | 7.187606 | Ibadan | 7.359838 | 3.904374 | 13.25 | 10.9 | no_toll | 4.62 | 5 | 8.63 | 5.9 | true |
2024-11-03 07:10:13 | Ibadan | 7.396826 | 3.910067 | Abuja | 8.97312 | 7.328621 | 36.08 | 27.2 | 23.11 | 25.3 | 12.97 | 1.8 | true | |
2025-10-07 05:15:19 | Ibadan | 7.576195 | 3.879035 | Kano | 12.174379 | 8.493214 | 38.46 | 37.1 | low_emission,no_toll | 36.24 | 37.3 | 2.22 | -0.1 | false |
2025-06-15 17:41:57 | Abuja | 9.11353 | 7.553048 | Ibadan | 7.337338 | 3.820935 | 76.85 | 48 | no_toll,time_windows | 81.85 | 20.5 | -5 | 27.5 | false |
2025-07-30 13:26:42 | Ibadan | 7.559798 | 4.065004 | Abuja | 9.045631 | 7.222627 | 82.22 | 62.4 | hazmat | 72.27 | 47.3 | 9.95 | 15.1 | true |
2025-02-26 13:29:29 | Kano | 11.965531 | 8.407053 | Lagos | 6.556008 | 3.41922 | 20.05 | 14.9 | avoid_flood_zones,time_windows | 8.88 | 24.9 | 11.17 | -10 | false |
2025-07-10 09:56:50 | Abuja | 9.057823 | 7.244973 | Kano | 11.927101 | 8.666934 | 45.2 | 31 | no_toll | 41.03 | 29.2 | 4.18 | 1.8 | true |
2025-03-27 11:04:11 | Abuja | 9.142308 | 7.488991 | Ibadan | 7.355381 | 3.842045 | 95.55 | 54.1 | avoid_flood_zones | 80.9 | 64.1 | 14.65 | -10 | false |
2025-04-04 08:36:06 | Abuja | 8.927026 | 7.401122 | Lagos | 6.47485 | 3.197416 | 140.39 | 128.4 | time_windows,low_emission | 136.42 | 118.4 | 3.97 | 10 | true |
2025-09-02 01:24:26 | Kano | 12.17379 | 8.516656 | Abuja | 9.168767 | 7.354565 | 82.17 | 52.9 | 82.86 | 53.8 | -0.69 | -0.9 | false | |
2024-12-13 12:51:29 | Abuja | 9.14698 | 7.401214 | Lagos | 6.683841 | 3.260234 | 12.12 | 10.1 | low_emission,avoid_flood_zones | 1 | 5 | 11.12 | 5.1 | true |
2025-04-19 23:25:46 | Port Harcourt | 4.744419 | 6.909606 | Ibadan | 7.526394 | 3.892884 | 55.38 | 43 | 41.19 | 27.6 | 14.19 | 15.4 | true | |
2025-06-26 10:18:23 | Port Harcourt | 4.848235 | 6.924431 | Abuja | 8.894944 | 7.376862 | 24.7 | 22.7 | 21.48 | 26.7 | 3.23 | -4 | false | |
2025-03-14 01:55:48 | Abuja | 9.00672 | 7.375432 | Lagos | 6.395988 | 3.365273 | 34.13 | 30.6 | 29.92 | 20.7 | 4.21 | 9.9 | true | |
2025-09-08 21:04:31 | Lagos | 6.55611 | 3.398564 | Abuja | 9.191232 | 7.360574 | 8.58 | 5.8 | hazmat | 4.19 | 5 | 4.39 | 0.8 | true |
2025-06-13 15:27:36 | Ibadan | 7.447591 | 3.827413 | Lagos | 6.508905 | 3.522937 | 77.51 | 74.5 | low_emission,hazmat | 79.24 | 49.1 | -1.73 | 25.3 | true |
2025-01-20 12:23:48 | Port Harcourt | 4.911392 | 6.934051 | Abuja | 8.957066 | 7.540883 | 21.43 | 18.6 | time_windows,no_toll | 15.48 | 5 | 5.95 | 13.6 | true |
2025-07-17 05:46:44 | Ibadan | 7.461488 | 3.84278 | Port Harcourt | 4.980811 | 6.995231 | 9.5 | 7 | time_windows,avoid_flood_zones | 5.98 | 5 | 3.52 | 2 | true |
2025-07-17 13:35:48 | Ibadan | 7.5568 | 3.984396 | Lagos | 6.528084 | 3.289718 | 9.9 | 8.7 | low_emission,time_windows | 14.9 | 5 | -5 | 3.7 | false |
2025-05-11 13:42:55 | Lagos | 6.41 | 3.237895 | Ibadan | 7.318952 | 3.988131 | 24.91 | 20.3 | 19.22 | 5 | 5.7 | 15.3 | true | |
2025-05-21 03:02:42 | Ibadan | 7.595218 | 3.957412 | Kano | 12.180267 | 8.687119 | 81.55 | 48.9 | avoid_flood_zones | 86.55 | 29.5 | -5 | 19.4 | false |
2025-09-01 06:56:58 | Ibadan | 7.358105 | 3.943023 | Kano | 12.131237 | 8.63142 | 106.23 | 83.1 | 96.05 | 91.6 | 10.18 | -8.6 | false | |
2024-11-19 16:53:07 | Ibadan | 7.433516 | 3.868136 | Lagos | 6.535048 | 3.234701 | 19.81 | 17.7 | 3.32 | 5 | 16.49 | 12.7 | true | |
2025-08-17 11:34:58 | Abuja | 8.975763 | 7.251013 | Lagos | 6.671249 | 3.474892 | 40.13 | 18.1 | hazmat,no_toll | 38.39 | 28.1 | 1.75 | -10 | false |
2025-09-22 17:35:30 | Port Harcourt | 4.747673 | 7.002347 | Ibadan | 7.397162 | 3.958711 | 37.71 | 20.6 | time_windows | 27.78 | 5 | 9.92 | 15.6 | true |
2025-05-10 09:35:49 | Ibadan | 7.335465 | 3.954652 | Kano | 12.154199 | 8.590716 | 45.42 | 30.9 | low_emission | 30.6 | 5 | 14.82 | 25.9 | true |
2025-06-04 07:58:18 | Ibadan | 7.321116 | 3.987745 | Lagos | 6.615629 | 3.363759 | 60.53 | 43.2 | 65.53 | 48.7 | -5 | -5.4 | false | |
2025-07-22 12:01:30 | Ibadan | 7.39583 | 4.014385 | Port Harcourt | 4.795411 | 7.072952 | 65.61 | 50 | 52.2 | 20.5 | 13.4 | 29.5 | true | |
2025-06-28 10:40:35 | Ibadan | 7.37503 | 3.903902 | Abuja | 9.063577 | 7.300585 | 16.2 | 11.5 | 19.64 | 5 | -3.44 | 6.5 | false |
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