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
2025-08-26 04:13:12
Ibadan
7.378976
4.018776
Lagos
6.674564
3.33743
14.8
9.3
1
19.3
13.8
-10
false
2025-09-16 14:53:42
Port Harcourt
4.86385
7.125282
Lagos
6.623713
3.347289
10.25
5.4
hazmat
8.87
5
1.39
0.4
true
2025-09-26 20:04:37
Ibadan
7.531548
3.806562
Abuja
9.109413
7.30728
46.88
30.9
low_emission
36.55
37.3
10.33
-6.3
false
2025-02-20 09:42:08
Kano
11.942533
8.675092
Port Harcourt
4.997484
6.954978
50.8
26.9
46.12
36.9
4.68
-10
false
2025-02-08 07:25:03
Abuja
9.033052
7.584601
Lagos
6.512146
3.404782
45.55
32.4
37.57
8.5
7.98
23.9
true
2025-03-25 04:05:08
Ibadan
7.386926
3.894594
Port Harcourt
4.976572
6.915927
12.91
10.8
hazmat
6.09
16.5
6.82
-5.7
false
2024-12-12 11:21:38
Port Harcourt
4.96321
7.072485
Abuja
8.953813
7.527192
62.62
51.5
47.63
23.3
14.99
28.1
true
2025-08-10 00:34:04
Lagos
6.499609
3.530823
Port Harcourt
4.822115
7.124815
28.13
22.7
18.48
21.8
9.65
0.9
true
2025-08-02 18:55:03
Abuja
8.984831
7.278253
Ibadan
7.293555
3.923808
28.86
21.7
no_toll,time_windows
23.24
10.1
5.62
11.6
true
2025-09-25 19:40:17
Port Harcourt
4.968937
6.921991
Abuja
9.181026
7.501722
104.58
84.9
time_windows,avoid_flood_zones
103.05
75.2
1.52
9.6
true
2025-03-03 12:26:16
Kano
12.167895
8.512091
Abuja
8.940285
7.229143
26.78
16.4
low_emission
27.32
14.9
-0.54
1.5
true
2024-12-21 06:32:51
Ibadan
7.5092
3.97522
Port Harcourt
4.939346
6.935129
41.62
32.7
46.62
24.5
-5
8.2
false
2025-04-06 01:02:14
Kano
12.052237
8.493009
Abuja
8.935367
7.349782
27.28
26.3
no_toll
6.1
5
21.18
21.3
true
2025-03-22 08:37:12
Abuja
9.159655
7.497695
Ibadan
7.562161
3.883164
28.02
20.7
19.19
5.2
8.83
15.5
true
2025-02-11 11:22:05
Port Harcourt
4.878008
7.076635
Kano
11.923832
8.584591
31.38
20.3
no_toll,low_emission
26.08
5
5.3
15.3
true
2025-07-18 21:22:10
Ibadan
7.457341
4.052421
Kano
12.008181
8.455348
13.6
10.6
6.33
5
7.26
5.6
true
2025-08-26 11:37:08
Ibadan
7.600542
3.855889
Lagos
6.672836
3.354203
63.97
45.1
hazmat
62.36
46.3
1.61
-1.2
false
2024-10-16 23:52:03
Port Harcourt
4.751456
7.04498
Ibadan
7.468313
3.817063
31.56
20.3
low_emission
31.44
29
0.13
-8.7
false
2025-10-10 11:42:02
Abuja
9.051774
7.533887
Kano
12.009707
8.520843
64.28
42.2
low_emission,time_windows
68.06
34.5
-3.79
7.6
false
2025-04-13 06:47:36
Lagos
6.461311
3.273942
Port Harcourt
4.896347
7.066932
26.37
23.6
31.37
5
-5
18.6
false
2025-06-19 02:23:03
Port Harcourt
5.09092
6.947678
Abuja
9.176975
7.450565
89.61
57.8
low_emission
94.61
64.1
-5
-6.3
false
2025-05-29 14:21:13
Port Harcourt
4.810862
7.00817
Abuja
9.08135
7.348982
10.37
7.7
time_windows
4.95
5
5.42
2.7
true
2025-02-15 04:41:50
Ibadan
7.555377
4.092989
Abuja
8.959549
7.592285
49.56
47.8
low_emission,avoid_flood_zones
54.56
34.7
-5
13.1
false
2025-08-31 19:55:09
Abuja
8.986359
7.363621
Ibadan
7.452572
3.877515
42.46
43.2
low_emission
45.21
12.2
-2.74
31
false
2025-01-29 19:38:54
Abuja
8.935626
7.599265
Lagos
6.444207
3.529743
54.69
41.7
53.5
33.2
1.19
8.6
true
2025-09-14 22:55:15
Port Harcourt
4.786603
7.201896
Ibadan
7.343963
3.906531
41.55
34.4
time_windows
43.61
44.4
-2.07
-10
false
2025-05-31 10:27:07
Lagos
6.59374
3.601059
Ibadan
7.422244
3.906333
20.38
16.4
avoid_flood_zones
25.38
5
-5
11.4
false
2024-10-28 12:49:57
Ibadan
7.414041
3.958351
Port Harcourt
5.053232
6.948821
73.95
55.7
avoid_flood_zones
77.43
58.4
-3.48
-2.7
false
2025-05-27 13:49:58
Ibadan
7.583285
3.953437
Abuja
9.083373
7.479371
30.62
25.2
33.54
8
-2.92
17.2
false
2025-08-10 03:43:23
Kano
11.910237
8.402366
Abuja
8.964012
7.350366
37.07
27.8
30.46
11.4
6.62
16.4
true
2025-05-05 11:08:27
Port Harcourt
4.770599
7.112359
Ibadan
7.36994
4.007236
49.71
43.9
no_toll,avoid_flood_zones
49.38
30.7
0.34
13.2
true
2025-03-09 10:50:15
Lagos
6.589099
3.302372
Kano
11.912937
8.575061
65.85
45.5
no_toll,low_emission
60.97
19.7
4.87
25.8
true
2025-01-09 08:18:58
Port Harcourt
4.801728
6.907569
Lagos
6.508045
3.572029
112.67
85.2
96.68
74.1
15.99
11.1
true
2025-04-30 13:00:38
Kano
12.138798
8.578854
Ibadan
7.514035
3.982454
29.41
21.4
28.66
19.4
0.76
2
true
2025-05-14 16:58:25
Abuja
9.026391
7.607527
Port Harcourt
4.969841
7.068321
7.12
6.3
1
5
6.12
1.3
true
2025-06-13 14:32:45
Ibadan
7.571352
3.857178
Abuja
9.149676
7.357588
54.61
44.4
54.33
29.1
0.28
15.3
true
2025-01-30 15:29:57
Abuja
8.939618
7.458861
Ibadan
7.30908
4.065279
18.59
15.1
time_windows
6.79
23.6
11.8
-8.5
false
2025-01-04 22:52:32
Ibadan
7.481709
3.841376
Port Harcourt
4.777117
7.131834
53.22
53.2
no_toll
49.58
63.2
3.64
-10
false
2025-07-30 05:04:28
Port Harcourt
5.027236
7.032709
Ibadan
7.414694
4.012585
44.61
32.7
hazmat
40.38
30.2
4.23
2.5
true
2025-06-11 20:05:46
Ibadan
7.4754
4.079929
Kano
12.006941
8.607632
23.67
12.3
avoid_flood_zones,no_toll
20.47
21.5
3.2
-9.2
false
2024-12-06 21:41:42
Ibadan
7.417415
3.817299
Port Harcourt
4.993259
7.090995
46.42
36.5
41.68
36.1
4.74
0.3
true
2025-05-16 15:38:13
Port Harcourt
4.827683
6.999282
Ibadan
7.460752
3.83953
85.45
73.5
no_toll
90.45
66.5
-5
7
false
2025-07-14 19:58:55
Kano
12.080718
8.593755
Lagos
6.533759
3.535705
17.21
16.1
15.25
5
1.96
11.1
true
2025-01-18 11:36:08
Kano
12.079603
8.60022
Lagos
6.297242
3.519146
139.73
112.3
low_emission
137.22
114
2.51
-1.6
false
2025-05-18 16:03:28
Lagos
6.678927
3.432807
Kano
12.178738
8.512402
18.95
15.2
avoid_flood_zones,hazmat
20.66
5
-1.71
10.2
false
2025-04-04 18:22:30
Port Harcourt
4.77673
7.184394
Abuja
9.080729
7.509124
11.97
9.4
1
5
10.97
4.4
true
2025-03-04 22:50:57
Port Harcourt
4.755441
6.986985
Lagos
6.452103
3.388103
11.3
8.2
time_windows
1
5
10.3
3.2
true
2025-04-05 20:21:19
Lagos
6.468255
3.412264
Ibadan
7.554832
3.865198
51.32
30.1
43.51
5
7.81
25.1
true
2024-11-29 03:32:29
Port Harcourt
5.015871
7.065904
Abuja
9.117135
7.591742
65.53
54.5
63.38
63
2.14
-8.4
false
2025-09-12 22:14:12
Ibadan
7.32996
3.870054
Lagos
6.551726
3.428666
185.83
150.1
time_windows
181.02
145.9
4.81
4.2
true
2025-06-07 12:03:20
Port Harcourt
5.043429
6.90557
Lagos
6.623355
3.4761
101.65
83.1
105.2
45.7
-3.55
37.5
true
2025-01-19 09:19:04
Port Harcourt
4.83433
6.957903
Lagos
6.606945
3.468382
28.49
24.9
21.54
5
6.95
19.9
true
2025-03-23 17:29:54
Kano
12.020361
8.637944
Lagos
6.393362
3.332447
47.61
49.2
hazmat,no_toll
50.3
18.6
-2.69
30.5
false
2025-08-17 23:23:59
Lagos
6.682326
3.193442
Kano
12.025063
8.486298
30.91
23.1
22.73
31.1
8.17
-8
false
2025-05-17 20:50:54
Port Harcourt
4.704389
6.932859
Kano
11.923801
8.618002
23.22
20
17.97
30
5.25
-10
false
2025-03-01 23:59:01
Port Harcourt
5.061821
6.923645
Kano
11.976245
8.437156
63.74
51.4
no_toll
52.86
61.1
10.87
-9.7
false
2024-12-31 17:12:29
Abuja
9.174191
7.242693
Port Harcourt
4.923658
6.919386
20.62
14.9
low_emission,no_toll
14.12
5
6.5
9.9
true
2024-11-21 04:20:39
Kano
12.064843
8.562627
Abuja
9.025793
7.223857
26.67
20.1
no_toll,hazmat
26.1
13.4
0.56
6.7
true
2025-08-12 19:56:31
Abuja
9.071288
7.592899
Ibadan
7.461919
3.94981
33.56
21.3
time_windows
15.6
5
17.96
16.3
true
2025-07-01 06:39:36
Lagos
6.548799
3.535436
Ibadan
7.598612
3.82154
21.16
17.1
low_emission
22.69
27.1
-1.53
-10
false
2025-08-08 08:55:04
Lagos
6.550618
3.444853
Abuja
9.019265
7.262045
9.77
7
time_windows,no_toll
11.31
5
-1.54
2
false
2025-03-10 20:50:27
Ibadan
7.572417
3.866448
Kano
11.993388
8.495855
34.6
29.6
39.6
5
-5
24.6
false
2024-12-14 06:12:08
Kano
11.939112
8.494414
Ibadan
7.354603
3.865108
56.96
46.2
time_windows
52.99
24.5
3.97
21.7
true
2025-08-13 05:13:06
Abuja
8.996219
7.425239
Ibadan
7.43743
4.094514
51.23
33
49.24
5
1.99
28
true
2025-05-01 03:51:00
Kano
11.942639
8.522685
Ibadan
7.33455
4.086802
51.77
29.4
time_windows
32.41
33.1
19.36
-3.8
false
2025-07-02 22:20:24
Port Harcourt
5.035265
6.958999
Abuja
9.086206
7.561924
38.98
26.3
hazmat,low_emission
36.11
36.3
2.87
-10
false
2024-12-13 21:26:58
Port Harcourt
4.972014
7.085045
Abuja
8.92401
7.333643
15.95
13.4
no_toll
20.95
6.3
-5
7.1
false
2025-07-16 16:37:40
Kano
12.065022
8.526695
Ibadan
7.588971
4.026328
24.34
22.2
low_emission
19.86
10.8
4.48
11.4
true
2025-06-09 00:43:55
Kano
12.033146
8.596497
Abuja
9.200673
7.384539
57.96
42.3
hazmat
49.52
19.9
8.44
22.4
true
2025-08-11 03:17:16
Ibadan
7.56882
4.023053
Abuja
9.054096
7.482957
37.72
26
30.36
31
7.36
-5
false
2024-10-22 09:31:49
Lagos
6.297563
3.410353
Abuja
9.186726
7.25178
18.01
16.5
14.56
21.9
3.45
-5.4
false
2025-08-25 16:00:27
Lagos
6.49292
3.312357
Kano
11.958268
8.625283
103.75
84.2
103.57
94.2
0.19
-10
false
2025-09-15 12:51:40
Ibadan
7.308985
3.980292
Abuja
9.185357
7.462042
195.84
177.5
avoid_flood_zones,time_windows
180.12
163.1
15.71
14.4
true
2025-08-30 21:06:03
Port Harcourt
5.074413
7.074005
Lagos
6.660435
3.35809
74.6
51
69.45
17.1
5.15
34
true
2024-10-25 07:55:06
Port Harcourt
4.902221
7.06776
Ibadan
7.435659
3.954919
66.05
35.8
low_emission,hazmat
65.41
31.2
0.63
4.6
true
2024-11-09 06:03:24
Port Harcourt
4.886917
7.167794
Lagos
6.616522
3.361972
34.76
31.9
hazmat
35.89
32.2
-1.13
-0.3
false
2024-11-18 12:23:22
Abuja
9.120522
7.303356
Kano
12.070351
8.570787
69.61
56.4
low_emission
57.92
29.1
11.69
27.3
true
2025-04-29 19:13:27
Ibadan
7.420258
3.963412
Abuja
9.099855
7.568591
18.84
12.3
low_emission,avoid_flood_zones
5.55
5
13.29
7.3
true
2025-01-07 09:03:43
Ibadan
7.325358
3.982796
Abuja
8.994402
7.29061
56.35
46.4
low_emission,avoid_flood_zones
61.35
49
-5
-2.7
false
2024-10-20 20:12:48
Lagos
6.689623
3.227341
Ibadan
7.450804
3.83403
22.83
23.6
12.77
27
10.06
-3.3
false
2025-04-18 14:47:13
Kano
11.909385
8.612798
Lagos
6.423379
3.351979
19.89
16.5
no_toll
12.62
10
7.27
6.5
true
2025-10-09 02:32:45
Abuja
8.902481
7.577715
Port Harcourt
4.701558
7.197879
38.53
40.3
low_emission,avoid_flood_zones
34.27
35.3
4.26
5
true
2024-12-27 00:21:54
Ibadan
7.493377
3.930805
Abuja
9.082695
7.506483
50.21
35.3
low_emission
54.65
5.4
-4.45
29.8
false
2024-10-28 06:46:23
Port Harcourt
5.05525
6.973808
Ibadan
7.552739
3.931563
39.59
25.6
no_toll
29.14
5
10.46
20.6
true
2025-01-16 14:03:16
Port Harcourt
4.965447
7.107022
Lagos
6.696976
3.574128
41.67
31.7
no_toll
36.99
13
4.68
18.7
true
2025-05-13 04:29:16
Kano
11.925063
8.423551
Lagos
6.303243
3.301092
47.07
27.2
avoid_flood_zones
52.07
5
-5
22.2
false
2025-06-03 12:38:00
Port Harcourt
4.814601
7.064705
Kano
11.952924
8.456971
27.25
20
15.32
24.3
11.93
-4.3
false
2025-01-02 04:56:37
Port Harcourt
4.997384
6.996627
Ibadan
7.587195
3.98224
43.07
35.2
38.27
5
4.8
30.2
true
2025-04-24 10:28:40
Abuja
9.141446
7.590463
Ibadan
7.587961
3.983585
35.89
20.8
avoid_flood_zones,no_toll
29.52
30.8
6.37
-10
false
2025-01-16 20:58:13
Kano
12.040799
8.610757
Ibadan
7.331554
4.089426
20.05
20.6
23.94
13
-3.88
7.5
false
2025-10-06 08:50:59
Lagos
6.648557
3.564099
Abuja
9.008802
7.28956
75.57
59
low_emission
66.57
27.5
9.01
31.5
true
2024-12-17 18:00:28
Kano
11.952695
8.408299
Ibadan
7.407067
3.978104
21.31
18.4
no_toll,avoid_flood_zones
10.27
5
11.03
13.4
true
2025-03-24 23:12:45
Port Harcourt
5.008624
7.116154
Kano
12.019494
8.637632
137.81
121.8
no_toll
126.31
110
11.5
11.8
true
2025-02-06 14:28:01
Port Harcourt
4.718119
6.9753
Kano
12.10238
8.394837
69.39
58.5
low_emission
68.41
32.6
0.98
25.9
true
2025-10-10 14:38:22
Abuja
8.899969
7.56286
Lagos
6.601208
3.443203
91.83
75.1
hazmat,time_windows
85.92
82
5.91
-6.9
false
2025-06-05 14:49:25
Abuja
9.001214
7.398287
Lagos
6.534305
3.470358
46.47
29.4
low_emission
38.08
5
8.4
24.4
true
2025-03-18 18:28:28
Ibadan
7.453537
4.021102
Port Harcourt
5.077752
6.929971
40.61
35.7
hazmat
34.98
5.7
5.63
30
true
2025-06-30 22:29:42
Port Harcourt
4.813998
7.05769
Ibadan
7.486184
4.013984
47.12
24
no_toll
52.12
25.9
-5
-1.9
false
2025-03-15 14:41:47
Lagos
6.427728
3.294418
Kano
12.179938
8.515414
39.96
33.1
low_emission,time_windows
40.1
32.2
-0.14
0.9
true
2025-04-02 06:22:10
Kano
11.961732
8.536249
Lagos
6.485354
3.199247
61.48
34.9
low_emission,avoid_flood_zones
44.63
44.9
16.85
-10
false