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