Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets.
•
43 items
•
Updated
timestamp
stringdate 2024-10-12 11:19:34
2025-10-12 11:05:55
| city
stringclasses 5
values | lat
float64 4.67
12.2
| lon
float64 3.17
8.73
| mode
stringclasses 6
values | inflow
int64 1
1.43k
| outflow
int64 1
794
| transfers
int64 0
36
| avg_occupancy
float64 0
1
|
|---|---|---|---|---|---|---|---|---|
2025-06-28 06:51:39
|
Kano
| 11.971581
| 8.566469
|
bus
| 32
| 23
| 2
| 0.327
|
2025-03-20 14:50:46
|
Port Harcourt
| 4.716834
| 6.996984
|
bus
| 181
| 34
| 1
| 0.518
|
2025-06-18 11:54:22
|
Ibadan
| 7.392856
| 3.854757
|
ride_hailing
| 8
| 8
| 1
| 0.55
|
2025-02-25 23:51:43
|
Lagos
| 6.61319
| 3.560188
|
ride_hailing
| 134
| 44
| 6
| 0.418
|
2024-10-28 15:33:58
|
Lagos
| 6.54966
| 3.249681
|
bus
| 33
| 79
| 7
| 0.755
|
2024-11-27 22:42:56
|
Kano
| 11.988997
| 8.447625
|
bus
| 14
| 54
| 1
| 0.198
|
2025-09-09 01:08:15
|
Kano
| 12.019685
| 8.40856
|
cycling
| 141
| 13
| 2
| 0.712
|
2025-04-08 05:20:25
|
Ibadan
| 7.513387
| 3.873021
|
bus
| 22
| 94
| 1
| 0.942
|
2025-06-03 10:59:22
|
Abuja
| 9.056669
| 7.565137
|
bus
| 99
| 89
| 5
| 0.784
|
2025-01-31 04:03:27
|
Ibadan
| 7.392532
| 3.96645
|
walking
| 33
| 22
| 1
| 0.45
|
2025-06-10 11:12:22
|
Ibadan
| 7.570705
| 4.081749
|
ride_hailing
| 44
| 39
| 5
| 0.826
|
2024-12-21 15:19:25
|
Kano
| 12.181791
| 8.463027
|
bus
| 16
| 11
| 1
| 1
|
2025-10-11 20:11:52
|
Lagos
| 6.411646
| 3.531856
|
bus
| 13
| 23
| 1
| 0.452
|
2025-02-08 03:14:33
|
Kano
| 12.132325
| 8.505448
|
bus
| 25
| 30
| 1
| 0.29
|
2025-03-27 07:19:50
|
Kano
| 11.955457
| 8.44104
|
bus
| 45
| 10
| 5
| 0.605
|
2024-11-18 09:11:15
|
Kano
| 12.146417
| 8.594901
|
ferry
| 61
| 18
| 2
| 0.458
|
2025-05-10 02:55:40
|
Port Harcourt
| 4.991366
| 7.065455
|
ride_hailing
| 33
| 34
| 2
| 0.57
|
2025-01-01 19:29:47
|
Kano
| 12.145436
| 8.639131
|
bus
| 138
| 66
| 9
| 0.448
|
2025-08-03 23:14:07
|
Port Harcourt
| 4.731379
| 7.129083
|
bus
| 25
| 84
| 6
| 0.419
|
2025-07-19 05:03:57
|
Lagos
| 6.498959
| 3.586297
|
bus
| 32
| 35
| 2
| 0.631
|
2025-05-02 03:38:16
|
Kano
| 12.145266
| 8.698904
|
cycling
| 17
| 18
| 4
| 0.98
|
2025-08-20 22:59:46
|
Port Harcourt
| 4.980736
| 7.067882
|
ride_hailing
| 8
| 345
| 0
| 0.701
|
2025-03-28 23:11:59
|
Abuja
| 8.952905
| 7.622936
|
bus
| 98
| 31
| 5
| 0.447
|
2025-08-26 00:53:32
|
Port Harcourt
| 4.924204
| 7.142871
|
walking
| 14
| 25
| 2
| 0.594
|
2025-05-05 17:39:24
|
Kano
| 12.180691
| 8.46388
|
bus
| 14
| 68
| 3
| 0.479
|
2025-01-07 13:45:41
|
Lagos
| 6.427341
| 3.613419
|
walking
| 46
| 27
| 6
| 0.491
|
2025-07-24 12:16:19
|
Ibadan
| 7.322304
| 3.987373
|
walking
| 38
| 56
| 7
| 0.986
|
2025-07-02 01:08:10
|
Lagos
| 6.349828
| 3.5917
|
ride_hailing
| 12
| 50
| 0
| 0.601
|
2025-05-24 01:01:16
|
Port Harcourt
| 4.989097
| 7.096982
|
rail
| 46
| 35
| 7
| 0.562
|
2025-04-09 00:14:47
|
Lagos
| 6.539673
| 3.382404
|
rail
| 99
| 42
| 3
| 0.355
|
2025-08-24 19:51:59
|
Abuja
| 8.900703
| 7.297539
|
cycling
| 52
| 43
| 5
| 0.582
|
2025-08-23 23:28:30
|
Ibadan
| 7.358336
| 4.046432
|
walking
| 19
| 46
| 2
| 0.354
|
2025-08-29 22:21:00
|
Lagos
| 6.620511
| 3.301944
|
bus
| 50
| 25
| 5
| 0.685
|
2024-11-02 06:40:53
|
Lagos
| 6.590898
| 3.392282
|
bus
| 41
| 25
| 3
| 0.7
|
2025-05-22 16:30:14
|
Ibadan
| 7.363126
| 4.076584
|
rail
| 120
| 76
| 8
| 0.354
|
2025-02-09 04:33:07
|
Port Harcourt
| 4.752236
| 6.997529
|
cycling
| 8
| 5
| 0
| 0.689
|
2024-10-17 02:01:43
|
Lagos
| 6.529773
| 3.615352
|
ride_hailing
| 41
| 44
| 3
| 0.699
|
2025-01-21 09:39:40
|
Kano
| 12.179645
| 8.447334
|
bus
| 16
| 42
| 2
| 0.877
|
2025-01-10 00:30:39
|
Abuja
| 8.910457
| 7.488412
|
ride_hailing
| 48
| 90
| 5
| 0.839
|
2025-01-06 03:43:17
|
Kano
| 12.157606
| 8.402969
|
rail
| 65
| 41
| 6
| 0.677
|
2025-07-24 01:36:40
|
Kano
| 11.951476
| 8.530972
|
bus
| 57
| 54
| 6
| 0.63
|
2025-09-13 03:41:48
|
Port Harcourt
| 5.084153
| 7.181039
|
bus
| 41
| 32
| 1
| 0.462
|
2025-06-13 03:08:50
|
Abuja
| 9.169796
| 7.350607
|
ferry
| 25
| 69
| 4
| 0.716
|
2025-08-11 12:40:20
|
Port Harcourt
| 4.699303
| 7.086498
|
cycling
| 34
| 35
| 3
| 0.584
|
2025-04-19 13:42:20
|
Ibadan
| 7.390692
| 4.090351
|
ride_hailing
| 39
| 69
| 9
| 0.486
|
2024-12-06 12:38:54
|
Abuja
| 9.121865
| 7.365071
|
bus
| 30
| 30
| 5
| 0.452
|
2025-09-21 21:40:36
|
Lagos
| 6.306262
| 3.533795
|
ferry
| 46
| 22
| 2
| 0.446
|
2025-05-13 10:46:32
|
Lagos
| 6.606633
| 3.539566
|
bus
| 64
| 76
| 10
| 0.547
|
2024-12-16 12:43:41
|
Abuja
| 9.027296
| 7.431933
|
cycling
| 35
| 43
| 3
| 0.348
|
2025-02-15 07:19:40
|
Abuja
| 9.064768
| 7.318297
|
bus
| 168
| 43
| 1
| 0.844
|
2025-06-04 18:34:24
|
Kano
| 11.952378
| 8.464519
|
bus
| 54
| 79
| 4
| 0.76
|
2025-04-27 01:36:56
|
Abuja
| 8.960229
| 7.272879
|
bus
| 79
| 6
| 1
| 0.284
|
2025-09-22 06:39:56
|
Ibadan
| 7.384087
| 4.031254
|
ride_hailing
| 27
| 56
| 2
| 0.295
|
2025-10-05 05:14:19
|
Abuja
| 8.965156
| 7.552361
|
bus
| 18
| 23
| 3
| 0.62
|
2025-08-18 08:27:50
|
Abuja
| 9.011889
| 7.292026
|
rail
| 68
| 12
| 0
| 0.729
|
2025-03-12 18:36:06
|
Lagos
| 6.561853
| 3.258023
|
ride_hailing
| 10
| 23
| 0
| 0.402
|
2025-05-21 02:38:55
|
Abuja
| 9.206502
| 7.480641
|
ride_hailing
| 34
| 24
| 1
| 0.591
|
2025-08-13 16:14:02
|
Port Harcourt
| 4.751592
| 6.931132
|
cycling
| 40
| 73
| 4
| 0.965
|
2025-08-30 10:07:16
|
Abuja
| 9.026198
| 7.592381
|
bus
| 86
| 55
| 5
| 0.684
|
2025-01-11 17:45:14
|
Abuja
| 8.929509
| 7.45172
|
bus
| 84
| 23
| 5
| 0.354
|
2025-01-05 16:32:42
|
Kano
| 11.929542
| 8.552535
|
bus
| 35
| 162
| 2
| 0.575
|
2025-03-07 11:55:32
|
Abuja
| 8.974391
| 7.56978
|
ride_hailing
| 17
| 65
| 2
| 0.761
|
2025-06-21 02:54:44
|
Abuja
| 8.924957
| 7.596096
|
bus
| 29
| 29
| 1
| 0.755
|
2025-09-22 07:39:50
|
Ibadan
| 7.431171
| 3.873109
|
bus
| 50
| 80
| 9
| 0.382
|
2024-10-25 09:23:24
|
Lagos
| 6.486749
| 3.470922
|
ride_hailing
| 74
| 52
| 8
| 0.683
|
2025-05-05 15:19:34
|
Ibadan
| 7.4111
| 3.866097
|
ride_hailing
| 18
| 38
| 2
| 0.594
|
2025-08-08 02:59:49
|
Kano
| 12.047098
| 8.510254
|
bus
| 32
| 51
| 2
| 0.462
|
2025-08-14 10:49:16
|
Ibadan
| 7.529507
| 4.061411
|
bus
| 38
| 25
| 5
| 0.656
|
2024-11-24 01:36:03
|
Port Harcourt
| 4.999693
| 6.905868
|
ride_hailing
| 58
| 57
| 8
| 0.43
|
2025-08-18 11:24:49
|
Port Harcourt
| 5.01507
| 7.178284
|
rail
| 93
| 44
| 3
| 0.565
|
2024-12-07 21:24:22
|
Port Harcourt
| 4.914641
| 6.916305
|
walking
| 187
| 87
| 11
| 0.806
|
2025-03-10 07:14:47
|
Ibadan
| 7.489258
| 4.070782
|
ride_hailing
| 39
| 24
| 2
| 0.638
|
2025-03-23 06:40:35
|
Abuja
| 9.118154
| 7.22126
|
rail
| 77
| 39
| 4
| 0.83
|
2024-11-23 11:31:50
|
Abuja
| 8.967964
| 7.278516
|
cycling
| 14
| 144
| 1
| 0.931
|
2025-09-15 20:51:23
|
Abuja
| 9.114164
| 7.491763
|
ride_hailing
| 83
| 76
| 8
| 0.192
|
2024-10-21 08:27:58
|
Port Harcourt
| 4.982297
| 7.137492
|
ride_hailing
| 117
| 46
| 6
| 0.603
|
2025-02-16 20:44:14
|
Abuja
| 9.09148
| 7.463731
|
bus
| 19
| 101
| 4
| 0.876
|
2025-03-03 19:28:52
|
Kano
| 12.032672
| 8.445278
|
bus
| 120
| 28
| 4
| 0.922
|
2025-03-14 16:16:13
|
Kano
| 11.933872
| 8.528307
|
walking
| 72
| 39
| 7
| 0.937
|
2025-03-31 04:27:00
|
Kano
| 12.041138
| 8.484235
|
bus
| 26
| 50
| 1
| 0.375
|
2025-03-31 01:37:50
|
Port Harcourt
| 4.837956
| 7.035912
|
bus
| 7
| 11
| 1
| 0.892
|
2025-05-28 22:21:29
|
Port Harcourt
| 4.944446
| 7.086118
|
bus
| 7
| 49
| 0
| 0.424
|
2025-06-28 02:05:16
|
Ibadan
| 7.386736
| 4.039659
|
ride_hailing
| 117
| 40
| 4
| 0.345
|
2024-10-13 21:31:12
|
Port Harcourt
| 4.834913
| 7.185974
|
bus
| 7
| 16
| 2
| 0.47
|
2025-05-15 00:04:55
|
Kano
| 12.096909
| 8.661566
|
bus
| 61
| 96
| 5
| 0.632
|
2025-05-24 15:10:32
|
Kano
| 11.934699
| 8.499333
|
bus
| 19
| 20
| 1
| 0.753
|
2025-02-09 11:11:08
|
Port Harcourt
| 5.056101
| 7.150177
|
bus
| 28
| 119
| 4
| 0.437
|
2025-07-18 04:54:11
|
Kano
| 12.147242
| 8.564401
|
bus
| 39
| 84
| 3
| 0.247
|
2025-07-26 08:01:00
|
Port Harcourt
| 4.829019
| 7.079493
|
ride_hailing
| 362
| 56
| 9
| 0.573
|
2025-06-20 06:28:24
|
Lagos
| 6.324842
| 3.500446
|
bus
| 67
| 16
| 2
| 0.73
|
2025-06-22 19:51:39
|
Ibadan
| 7.493717
| 4.031865
|
ride_hailing
| 47
| 37
| 8
| 0.516
|
2025-07-19 15:48:53
|
Lagos
| 6.499381
| 3.232174
|
bus
| 27
| 61
| 3
| 0.944
|
2025-08-20 18:25:00
|
Abuja
| 9.077852
| 7.567946
|
bus
| 9
| 83
| 0
| 0.826
|
2025-04-07 07:29:55
|
Ibadan
| 7.352119
| 3.977429
|
bus
| 26
| 26
| 1
| 0.606
|
2025-05-13 20:35:44
|
Lagos
| 6.605376
| 3.587957
|
rail
| 25
| 77
| 2
| 0.596
|
2025-07-23 00:12:45
|
Lagos
| 6.443995
| 3.321633
|
ride_hailing
| 13
| 172
| 2
| 0.334
|
2025-04-14 07:41:18
|
Kano
| 11.954731
| 8.631228
|
ride_hailing
| 31
| 168
| 2
| 0.653
|
2024-10-15 03:55:36
|
Abuja
| 8.886971
| 7.509492
|
ride_hailing
| 20
| 38
| 1
| 0.476
|
2025-05-02 22:01:15
|
Abuja
| 8.978743
| 7.467023
|
ride_hailing
| 22
| 53
| 3
| 0.571
|
2025-07-23 14:04:22
|
Port Harcourt
| 5.02228
| 7.170757
|
ride_hailing
| 26
| 41
| 1
| 0.722
|
# Nigeria Transport & Logistics – Smart City Mobility
Multimodal inflow/outflow, transfers, occupancy across Nigeria cities.
- **[category]** Emerging & Advanced
- **[rows]** ~180,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | timestamp | object | | city | object | | lat | float64 | | lon | float64 | | mode | object | | inflow | int64 | | outflow | int64 | | transfers | int64 | | avg_occupancy | float64 |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_smart_city_mobility/nigerian_transport_and_logistics_smart_city_mobility.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_smart_city_mobility')
ds
```
## Notes
- Nigeria-specific parameters (fleets, roads, traffic, fuel prices)
- Time-of-day traffic effects and seasonal impacts where applicable
- Physical plausibility checks embedded during generation