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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025-06-12 10:43:01 | Abuja | 9.138361 | 7.600712 | Kano | 12.010021 | 8.483031 | 48.47 | 40 | hazmat | 45.08 | 37 | 3.39 | 3.1 | true |
2024-12-29 10:18:38 | Port Harcourt | 5.015822 | 7.142326 | Abuja | 8.930335 | 7.327443 | 96.99 | 61.1 | no_toll,low_emission | 101.99 | 46.7 | -5 | 14.3 | false |
2025-07-25 03:38:14 | Kano | 12.065803 | 8.634095 | Port Harcourt | 4.801706 | 7.163066 | 123.82 | 128.5 | hazmat,time_windows | 128.82 | 123.1 | -5 | 5.4 | true |
2025-07-16 02:59:57 | Ibadan | 7.421117 | 3.809646 | Port Harcourt | 4.909676 | 7.14463 | 34.64 | 34.4 | low_emission | 30.26 | 8.3 | 4.38 | 26.1 | true |
2024-11-28 18:51:33 | Kano | 12.045643 | 8.508482 | Port Harcourt | 5.091768 | 7.01815 | 34.68 | 23.6 | 28.78 | 22 | 5.9 | 1.5 | true | |
2025-09-10 07:54:12 | Abuja | 9.002246 | 7.446043 | Kano | 12.103798 | 8.682557 | 25.09 | 15.6 | 24.85 | 5 | 0.23 | 10.6 | true | |
2025-05-03 04:13:13 | Abuja | 8.974651 | 7.433564 | Ibadan | 7.315718 | 4.031849 | 20.07 | 17 | hazmat | 15.23 | 5 | 4.83 | 12 | true |
2025-09-10 08:37:08 | Abuja | 8.963926 | 7.446849 | Kano | 12.043321 | 8.563378 | 119.73 | 77.4 | 122.49 | 32.7 | -2.76 | 44.7 | true | |
2024-12-06 08:33:53 | Ibadan | 7.381095 | 3.908311 | Port Harcourt | 4.980908 | 6.914329 | 78.02 | 51.6 | no_toll | 68.61 | 42.2 | 9.41 | 9.4 | true |
2025-05-01 18:00:36 | Kano | 12.147898 | 8.50189 | Port Harcourt | 4.731842 | 7.077399 | 50.03 | 38.5 | low_emission | 55.03 | 21.6 | -5 | 16.8 | false |
2025-06-16 05:41:06 | Abuja | 9.072702 | 7.299615 | Ibadan | 7.476967 | 3.95639 | 32.8 | 18.7 | 18.23 | 20.2 | 14.57 | -1.5 | false | |
2025-04-24 14:16:37 | Ibadan | 7.444203 | 3.833691 | Kano | 11.928453 | 8.426667 | 17.92 | 15.4 | 8.97 | 5 | 8.96 | 10.4 | true | |
2025-09-24 13:52:17 | Lagos | 6.46679 | 3.281933 | Port Harcourt | 4.777688 | 6.953734 | 19.42 | 14.2 | 1 | 5 | 18.42 | 9.2 | true | |
2025-01-29 16:38:05 | Port Harcourt | 4.934021 | 6.991582 | Lagos | 6.566787 | 3.583861 | 31.35 | 25.2 | avoid_flood_zones | 31.06 | 5 | 0.29 | 20.2 | true |
2025-02-21 12:27:47 | Port Harcourt | 4.799742 | 7.059085 | Ibadan | 7.469171 | 4.070821 | 19.7 | 14.9 | 22.99 | 5 | -3.29 | 9.9 | false | |
2025-09-22 22:59:40 | Port Harcourt | 4.896745 | 6.990331 | Abuja | 9.163926 | 7.451865 | 20.33 | 17.4 | 6.87 | 5 | 13.46 | 12.4 | true | |
2024-12-16 05:39:16 | Port Harcourt | 4.933191 | 7.032343 | Ibadan | 7.364839 | 3.815771 | 34.9 | 23.4 | 34.92 | 14.7 | -0.02 | 8.7 | true | |
2024-11-28 10:51:37 | Kano | 12.170767 | 8.422505 | Abuja | 9.011692 | 7.396957 | 29.6 | 27 | 9.34 | 35.7 | 20.26 | -8.7 | false | |
2025-04-22 21:27:29 | Kano | 12.14112 | 8.638295 | Ibadan | 7.372148 | 3.877982 | 10.79 | 8.6 | low_emission | 1 | 5 | 9.79 | 3.6 | true |
2025-04-01 13:08:16 | Kano | 12.147637 | 8.557841 | Lagos | 6.438745 | 3.286279 | 59.03 | 56.2 | low_emission,time_windows | 62.21 | 39.8 | -3.18 | 16.4 | false |
2025-03-01 17:41:23 | Port Harcourt | 5.021346 | 7.177152 | Lagos | 6.499065 | 3.545506 | 168.49 | 102.6 | time_windows,avoid_flood_zones | 158.55 | 109.2 | 9.94 | -6.5 | false |
2025-09-03 09:46:16 | Port Harcourt | 4.702341 | 7.026874 | Kano | 12.077506 | 8.519418 | 70.29 | 62.1 | avoid_flood_zones,low_emission | 56.68 | 45.7 | 13.61 | 16.4 | true |
2024-11-21 12:06:10 | Abuja | 9.087867 | 7.190688 | Port Harcourt | 4.878003 | 6.960135 | 25.51 | 20.8 | 23.54 | 5 | 1.97 | 15.8 | true | |
2024-11-08 03:51:13 | Port Harcourt | 4.991126 | 6.981701 | Ibadan | 7.359333 | 4.07918 | 37.56 | 34.7 | 31.8 | 30.9 | 5.76 | 3.8 | true | |
2025-02-03 09:33:38 | Kano | 12.132946 | 8.440604 | Ibadan | 7.550322 | 3.826969 | 47.15 | 43.9 | time_windows | 30.52 | 18.6 | 16.63 | 25.4 | true |
2025-04-15 11:24:04 | Lagos | 6.480795 | 3.415206 | Abuja | 9.053996 | 7.453234 | 31.69 | 23.3 | no_toll,avoid_flood_zones | 24.42 | 5 | 7.26 | 18.3 | true |
2025-02-08 12:37:53 | Lagos | 6.38338 | 3.465153 | Abuja | 9.029162 | 7.463422 | 26.15 | 20.1 | hazmat | 23.91 | 23.4 | 2.24 | -3.3 | false |
2024-10-22 17:53:48 | Kano | 12.040173 | 8.652778 | Ibadan | 7.426572 | 3.842601 | 63.79 | 52.1 | low_emission | 62.16 | 18 | 1.63 | 34.2 | true |
2025-06-07 03:49:02 | Kano | 12.17253 | 8.695217 | Ibadan | 7.571758 | 4.092585 | 122.03 | 90.7 | 123.98 | 92 | -1.95 | -1.3 | false | |
2025-01-23 03:36:36 | Abuja | 9.197182 | 7.228141 | Kano | 11.900855 | 8.403368 | 56.94 | 43.1 | hazmat | 59.19 | 24.2 | -2.26 | 18.9 | true |
2025-10-08 13:52:37 | Ibadan | 7.40353 | 3.826181 | Port Harcourt | 5.076988 | 6.91381 | 116.25 | 82.8 | 110.54 | 79.7 | 5.71 | 3.2 | true | |
2025-08-04 16:52:31 | Lagos | 6.592793 | 3.358161 | Ibadan | 7.505641 | 4.103972 | 21.61 | 16.2 | no_toll | 18.71 | 13.8 | 2.9 | 2.4 | true |
2025-01-02 00:26:03 | Lagos | 6.630865 | 3.39477 | Kano | 12.106402 | 8.561993 | 27.44 | 21.4 | no_toll,low_emission | 25.6 | 8.7 | 1.84 | 12.7 | true |
2025-04-18 17:30:00 | Port Harcourt | 4.880723 | 7.09148 | Abuja | 8.977653 | 7.567571 | 25.25 | 18.9 | 24.18 | 5 | 1.07 | 13.9 | true | |
2025-05-04 15:45:57 | Port Harcourt | 4.873563 | 7.063968 | Ibadan | 7.566074 | 4.019721 | 65.38 | 69.3 | time_windows | 62.76 | 65.4 | 2.62 | 3.9 | true |
2025-09-27 12:58:50 | Port Harcourt | 4.973748 | 7.09155 | Kano | 12.098944 | 8.683135 | 71.42 | 57.2 | hazmat | 76.42 | 39.2 | -5 | 18.1 | false |
2025-07-24 15:38:02 | Ibadan | 7.524406 | 3.909207 | Abuja | 8.932319 | 7.508223 | 26.5 | 20.4 | hazmat | 23.2 | 26.1 | 3.3 | -5.7 | false |
2025-10-02 11:09:49 | Kano | 12.02509 | 8.560643 | Ibadan | 7.415118 | 3.822995 | 31.22 | 12.5 | hazmat | 24.17 | 5 | 7.05 | 7.5 | true |
2024-11-24 13:20:45 | Abuja | 8.982 | 7.521927 | Ibadan | 7.504598 | 3.810903 | 29.92 | 26.9 | 31.87 | 36.9 | -1.95 | -10 | false | |
2025-08-01 14:50:49 | Kano | 12.072983 | 8.514065 | Abuja | 8.942949 | 7.488626 | 30.51 | 16.6 | no_toll | 35.51 | 5 | -5 | 11.6 | false |
2025-02-14 04:28:39 | Lagos | 6.425666 | 3.299458 | Port Harcourt | 4.713711 | 6.981557 | 93.46 | 72.4 | low_emission,avoid_flood_zones | 91.96 | 21.6 | 1.49 | 50.8 | true |
2024-11-08 11:25:32 | Abuja | 8.948414 | 7.288881 | Ibadan | 7.334325 | 3.883159 | 50.8 | 38.9 | avoid_flood_zones | 47.38 | 34.2 | 3.42 | 4.7 | true |
2025-07-31 05:30:45 | Abuja | 8.934043 | 7.405788 | Ibadan | 7.56921 | 3.916448 | 72.76 | 46.3 | avoid_flood_zones,no_toll | 70.6 | 53.8 | 2.16 | -7.4 | false |
2024-12-10 22:58:10 | Lagos | 6.314165 | 3.322051 | Abuja | 9.022544 | 7.562143 | 15.81 | 12.7 | 15.99 | 5 | -0.18 | 7.7 | true | |
2025-04-06 09:50:23 | Port Harcourt | 5.085852 | 6.973222 | Lagos | 6.530756 | 3.355751 | 76.51 | 75.7 | low_emission | 74.42 | 65.6 | 2.09 | 10.1 | true |
2025-08-17 08:41:39 | Port Harcourt | 5.030736 | 7.055205 | Lagos | 6.382653 | 3.313299 | 11.81 | 9.8 | 5.97 | 5 | 5.84 | 4.8 | true | |
2025-10-10 09:34:11 | Abuja | 9.011418 | 7.266881 | Lagos | 6.358524 | 3.304804 | 39.11 | 19.9 | no_toll | 38.86 | 28.4 | 0.25 | -8.5 | false |
2025-06-16 07:44:37 | Kano | 11.928586 | 8.71447 | Ibadan | 7.471457 | 3.950059 | 45.13 | 35.3 | 34.74 | 9.7 | 10.4 | 25.6 | true | |
2024-12-16 02:25:12 | Ibadan | 7.348694 | 3.858469 | Port Harcourt | 4.719631 | 7.022745 | 27.05 | 17.7 | time_windows | 32.05 | 5 | -5 | 12.7 | false |
2025-08-24 07:39:27 | Port Harcourt | 4.752108 | 7.192853 | Ibadan | 7.577778 | 4.02998 | 35.02 | 24.7 | hazmat,low_emission | 31.87 | 5 | 3.15 | 19.7 | true |
2024-11-28 14:07:55 | Ibadan | 7.562922 | 3.975555 | Kano | 11.926099 | 8.664845 | 39.5 | 27.8 | 26.48 | 30.8 | 13.01 | -3.1 | false | |
2024-11-18 00:17:53 | Lagos | 6.418403 | 3.275936 | Kano | 11.905018 | 8.450344 | 7.44 | 4.5 | 7.56 | 5 | -0.12 | -0.5 | false | |
2025-01-01 18:53:45 | Abuja | 9.013343 | 7.387692 | Kano | 12.140591 | 8.62938 | 14.79 | 7.6 | 3.92 | 5 | 10.87 | 2.6 | true | |
2025-05-11 04:21:49 | Ibadan | 7.3314 | 3.896044 | Kano | 12.138552 | 8.490479 | 85.24 | 71.8 | low_emission | 80.3 | 57.2 | 4.93 | 14.6 | true |
2025-02-28 06:40:59 | Lagos | 6.620937 | 3.545675 | Port Harcourt | 4.773892 | 7.05972 | 59.68 | 43.5 | low_emission,time_windows | 54.95 | 26.3 | 4.73 | 17.2 | true |
2025-02-03 05:26:23 | Lagos | 6.619949 | 3.21445 | Port Harcourt | 4.708783 | 6.985585 | 18.35 | 11.1 | no_toll | 8.53 | 21.1 | 9.82 | -10 | false |
2025-05-10 03:02:18 | Lagos | 6.500929 | 3.426064 | Port Harcourt | 5.056014 | 7.170733 | 57.53 | 46.2 | no_toll | 59.85 | 27.6 | -2.32 | 18.6 | true |
2025-05-22 07:24:21 | Port Harcourt | 4.795467 | 7.002654 | Lagos | 6.398978 | 3.301242 | 54.13 | 34.6 | low_emission,no_toll | 46.03 | 34.4 | 8.1 | 0.2 | true |
2025-08-29 04:23:47 | Kano | 11.995621 | 8.560845 | Lagos | 6.469592 | 3.311148 | 110.18 | 90.2 | low_emission | 101.73 | 100.2 | 8.45 | -10 | false |
2024-10-16 01:34:59 | Ibadan | 7.579347 | 4.043742 | Port Harcourt | 5.086133 | 7.064389 | 50 | 42.2 | 52.77 | 52.2 | -2.78 | -10 | false | |
2025-01-15 02:55:18 | Port Harcourt | 4.86015 | 7.058494 | Abuja | 9.10322 | 7.303763 | 149.98 | 149.7 | 154.98 | 103.1 | -5 | 46.6 | true | |
2025-08-31 18:03:43 | Kano | 12.1569 | 8.55964 | Ibadan | 7.569723 | 3.943614 | 22.65 | 18.4 | 16.96 | 5 | 5.69 | 13.4 | true | |
2025-03-07 22:15:11 | Lagos | 6.47725 | 3.591272 | Kano | 12.079144 | 8.463744 | 6.07 | 3.9 | 9.03 | 5 | -2.96 | -1.1 | false | |
2025-01-29 14:39:52 | Lagos | 6.647018 | 3.434328 | Port Harcourt | 4.719997 | 7.064722 | 43.89 | 37.4 | time_windows | 34.74 | 33.5 | 9.15 | 3.9 | true |
2024-12-28 00:16:07 | Port Harcourt | 4.746818 | 6.97664 | Ibadan | 7.509219 | 3.838802 | 18.66 | 15.5 | 20.89 | 5 | -2.23 | 10.5 | false | |
2025-08-15 19:05:58 | Lagos | 6.538243 | 3.51931 | Ibadan | 7.381458 | 3.888739 | 36.93 | 17.8 | 26.74 | 5 | 10.19 | 12.8 | true | |
2024-11-03 04:40:55 | Lagos | 6.648425 | 3.36893 | Kano | 11.959787 | 8.591459 | 17.62 | 12.9 | 8.26 | 22.9 | 9.36 | -10 | false | |
2025-06-13 16:56:13 | Port Harcourt | 4.902716 | 6.943677 | Ibadan | 7.418877 | 3.801622 | 87.78 | 67.1 | low_emission,no_toll | 85.39 | 77.1 | 2.38 | -10 | false |
2025-01-24 09:53:26 | Abuja | 9.04907 | 7.279656 | Kano | 12.071544 | 8.590926 | 129.1 | 88.8 | avoid_flood_zones,low_emission | 124.48 | 98.8 | 4.61 | -10 | false |
2025-05-22 09:56:35 | Port Harcourt | 4.969031 | 7.004707 | Ibadan | 7.355323 | 3.826524 | 11.87 | 9.9 | no_toll | 1 | 5 | 10.87 | 4.9 | true |
2025-03-25 23:46:03 | Ibadan | 7.462565 | 3.895736 | Lagos | 6.31462 | 3.31645 | 23.14 | 14.8 | low_emission | 26.17 | 13.2 | -3.02 | 1.7 | false |
2025-08-27 22:28:29 | Lagos | 6.685554 | 3.416042 | Ibadan | 7.311881 | 4.056334 | 41 | 34.3 | hazmat | 24.87 | 17.1 | 16.12 | 17.2 | true |
2025-01-15 04:39:37 | Kano | 12.013975 | 8.62987 | Lagos | 6.471671 | 3.288621 | 154.68 | 129.3 | hazmat | 149.46 | 133.1 | 5.22 | -3.8 | false |
2025-02-27 07:15:34 | Kano | 12.02267 | 8.489139 | Port Harcourt | 4.750769 | 6.952411 | 69.52 | 36.8 | 63.75 | 23.8 | 5.77 | 13 | true | |
2025-03-03 11:14:32 | Port Harcourt | 5.051273 | 6.947415 | Lagos | 6.502969 | 3.518286 | 104.86 | 90.8 | hazmat | 107.52 | 85 | -2.65 | 5.9 | true |
2025-07-14 20:25:39 | Abuja | 9.056981 | 7.543317 | Ibadan | 7.47429 | 4.010502 | 34.74 | 23.1 | low_emission,no_toll | 26.48 | 5 | 8.26 | 18.1 | true |
2024-11-09 00:48:27 | Abuja | 8.969652 | 7.473817 | Port Harcourt | 5.047481 | 6.982924 | 23.44 | 12.1 | 18.39 | 5 | 5.05 | 7.1 | true | |
2025-03-31 04:37:17 | Port Harcourt | 5.008021 | 6.933769 | Abuja | 9.043 | 7.411391 | 58.56 | 45.6 | time_windows,hazmat | 63.56 | 42 | -5 | 3.6 | false |
2025-03-07 09:01:41 | Ibadan | 7.529226 | 3.833177 | Lagos | 6.694088 | 3.373364 | 11.64 | 7.7 | avoid_flood_zones | 1 | 5 | 10.64 | 2.7 | true |
2025-10-10 19:20:40 | Abuja | 8.954452 | 7.324589 | Kano | 12.094012 | 8.653652 | 20.8 | 16.3 | low_emission | 24.39 | 10.3 | -3.59 | 6 | false |
2024-12-06 22:28:10 | Ibadan | 7.518586 | 3.862604 | Port Harcourt | 4.889442 | 7.019417 | 25.66 | 24.7 | no_toll | 18.43 | 30.4 | 7.23 | -5.7 | false |
2025-01-20 20:05:36 | Kano | 12.071178 | 8.451233 | Port Harcourt | 4.864289 | 7.046736 | 79.79 | 55.1 | 74.6 | 65.1 | 5.19 | -10 | false | |
2025-06-03 00:13:30 | Ibadan | 7.432111 | 4.031931 | Port Harcourt | 4.953369 | 7.149166 | 13.73 | 10.3 | avoid_flood_zones | 9.84 | 14 | 3.89 | -3.7 | false |
2025-04-13 09:35:45 | Abuja | 9.062378 | 7.236261 | Ibadan | 7.472078 | 3.914021 | 48.42 | 23.8 | 38.5 | 5 | 9.93 | 18.8 | true | |
2025-06-14 17:32:25 | Port Harcourt | 4.987286 | 7.181513 | Ibadan | 7.316416 | 3.816854 | 46.72 | 31 | 36.5 | 5 | 10.22 | 26 | true | |
2025-10-03 16:54:43 | Kano | 11.959242 | 8.638503 | Port Harcourt | 5.028483 | 7.072273 | 37.96 | 23.1 | avoid_flood_zones | 42.22 | 23.8 | -4.26 | -0.6 | false |
2025-08-09 02:41:24 | Lagos | 6.400976 | 3.557891 | Abuja | 9.185391 | 7.230138 | 144.61 | 112.9 | 149.61 | 122.9 | -5 | -10 | false | |
2025-04-23 22:48:42 | Ibadan | 7.350628 | 4.06204 | Port Harcourt | 4.878058 | 7.072795 | 28.78 | 19.2 | 33.02 | 29.2 | -4.24 | -10 | false | |
2025-01-21 06:55:22 | Kano | 12.013957 | 8.568846 | Abuja | 9.163615 | 7.324431 | 13.52 | 10.3 | no_toll,low_emission | 9.33 | 19.8 | 4.19 | -9.5 | false |
2025-08-01 23:14:29 | Kano | 12.189118 | 8.573069 | Ibadan | 7.373207 | 4.049053 | 15.63 | 7.6 | 8.01 | 17.6 | 7.62 | -10 | false | |
2025-03-23 23:47:13 | Port Harcourt | 4.825152 | 6.910829 | Lagos | 6.498292 | 3.468898 | 14.03 | 10.5 | 13.53 | 20.5 | 0.5 | -10 | false | |
2025-07-20 03:00:56 | Lagos | 6.315043 | 3.530742 | Abuja | 9.014895 | 7.476512 | 25.48 | 20.6 | low_emission,time_windows | 30.48 | 5 | -5 | 15.6 | false |
2024-11-29 20:52:33 | Ibadan | 7.338374 | 4.10115 | Kano | 11.967668 | 8.70016 | 36.64 | 31.4 | low_emission,time_windows | 29.33 | 20.3 | 7.31 | 11.1 | true |
2024-12-30 12:39:49 | Ibadan | 7.475468 | 3.980189 | Port Harcourt | 4.989829 | 7.082217 | 36.34 | 32.5 | 41.34 | 42.5 | -5 | -10 | false | |
2025-07-24 13:53:53 | Ibadan | 7.595905 | 4.058006 | Port Harcourt | 4.823964 | 7.165982 | 106.59 | 101 | no_toll,hazmat | 99.96 | 111 | 6.63 | -10 | false |
2024-12-22 07:44:39 | Port Harcourt | 4.735457 | 7.154964 | Abuja | 9.207962 | 7.33452 | 74.54 | 59.3 | 75.08 | 40.6 | -0.54 | 18.7 | true | |
2024-12-08 05:13:48 | Port Harcourt | 4.805059 | 6.986115 | Kano | 12.053116 | 8.478616 | 19.6 | 19.6 | 15.19 | 7.5 | 4.41 | 12.1 | true | |
2025-03-12 16:01:34 | Port Harcourt | 4.906093 | 7.131551 | Kano | 12.168015 | 8.544535 | 14.4 | 10.6 | low_emission | 9.55 | 5 | 4.85 | 5.6 | true |
2024-10-21 05:46:08 | Kano | 12.04632 | 8.653452 | Ibadan | 7.549764 | 3.898739 | 14.85 | 12.7 | low_emission | 2.08 | 5 | 12.77 | 7.7 | true |
2025-05-16 18:20:25 | Kano | 12.081437 | 8.563295 | Port Harcourt | 4.975514 | 6.986749 | 30.05 | 26.6 | avoid_flood_zones | 32.1 | 5 | -2.04 | 21.6 | false |
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