Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets.
•
43 items
•
Updated
route_id
stringlengths 9
9
| line_name
stringclasses 3
values | stop_id
stringlengths 11
11
| stop_name
stringlengths 11
11
| sequence
int64 1
59
| scheduled_time
stringdate 2024-10-12 11:20:36
2025-10-12 11:07:47
| actual_time
stringdate 2024-10-12 11:21:36
2025-10-12 11:08:47
| adherence_min
int64 -27
30
|
|---|---|---|---|---|---|---|---|
BUS-00521
|
BRT
|
STOP-020580
|
Stop 013477
| 42
|
2025-03-12 14:58:27
|
2025-03-12 14:58:27
| 0
|
BUS-01364
|
Express
|
STOP-025724
|
Stop 037701
| 9
|
2025-01-06 20:59:54
|
2025-01-06 21:10:54
| 11
|
BUS-00634
|
BRT
|
STOP-041252
|
Stop 021145
| 59
|
2025-07-25 15:53:01
|
2025-07-25 15:55:01
| 2
|
BUS-01919
|
BRT
|
STOP-031022
|
Stop 008015
| 38
|
2025-07-11 04:04:39
|
2025-07-11 04:08:39
| 4
|
BUS-01972
|
BRT
|
STOP-049004
|
Stop 002173
| 19
|
2025-05-01 13:41:50
|
2025-05-01 13:42:50
| 1
|
BUS-00371
|
BRT
|
STOP-030885
|
Stop 001239
| 53
|
2025-04-13 10:53:50
|
2025-04-13 10:57:50
| 4
|
BUS-00753
|
Local
|
STOP-029656
|
Stop 048118
| 22
|
2025-04-22 21:24:41
|
2025-04-22 21:20:41
| -4
|
BUS-01338
|
BRT
|
STOP-018887
|
Stop 003141
| 50
|
2024-12-30 07:42:01
|
2024-12-30 07:39:01
| -3
|
BUS-00065
|
Local
|
STOP-006763
|
Stop 035883
| 10
|
2025-01-04 13:33:22
|
2025-01-04 13:56:22
| 23
|
BUS-01888
|
BRT
|
STOP-026806
|
Stop 025757
| 50
|
2025-09-28 05:28:35
|
2025-09-28 05:32:35
| 4
|
BUS-00778
|
Express
|
STOP-030125
|
Stop 045736
| 40
|
2025-08-18 04:28:25
|
2025-08-18 04:39:25
| 11
|
BUS-01521
|
Local
|
STOP-034317
|
Stop 025394
| 3
|
2025-02-23 17:23:31
|
2025-02-23 17:26:31
| 3
|
BUS-00185
|
Local
|
STOP-004531
|
Stop 032443
| 40
|
2025-06-23 19:20:42
|
2025-06-23 19:20:42
| 0
|
BUS-01521
|
Local
|
STOP-041241
|
Stop 023941
| 24
|
2025-03-29 00:55:59
|
2025-03-29 00:58:59
| 3
|
BUS-00136
|
BRT
|
STOP-027137
|
Stop 021403
| 49
|
2025-06-26 03:06:18
|
2025-06-26 03:05:18
| -1
|
BUS-00744
|
Local
|
STOP-045780
|
Stop 039972
| 55
|
2025-02-17 23:54:07
|
2025-02-17 23:49:07
| -5
|
BUS-01692
|
Express
|
STOP-013364
|
Stop 004423
| 36
|
2025-03-30 07:23:42
|
2025-03-30 07:11:42
| -12
|
BUS-01593
|
BRT
|
STOP-036531
|
Stop 010463
| 11
|
2025-02-06 17:34:34
|
2025-02-06 17:42:34
| 8
|
BUS-01669
|
Local
|
STOP-038976
|
Stop 020482
| 18
|
2025-10-11 08:33:23
|
2025-10-11 08:31:23
| -2
|
BUS-00114
|
BRT
|
STOP-013399
|
Stop 008137
| 40
|
2025-04-04 14:24:16
|
2025-04-04 14:20:16
| -4
|
BUS-00930
|
BRT
|
STOP-005673
|
Stop 024122
| 54
|
2024-12-26 00:32:38
|
2024-12-26 00:32:38
| 0
|
BUS-00020
|
Local
|
STOP-036189
|
Stop 026831
| 15
|
2025-01-19 02:34:39
|
2025-01-19 02:32:39
| -2
|
BUS-01931
|
Local
|
STOP-031730
|
Stop 015674
| 39
|
2025-06-27 08:52:44
|
2025-06-27 08:50:44
| -2
|
BUS-00984
|
Local
|
STOP-005148
|
Stop 038332
| 1
|
2024-12-30 15:12:07
|
2024-12-30 15:15:07
| 3
|
BUS-00958
|
BRT
|
STOP-007770
|
Stop 000976
| 40
|
2024-12-11 12:13:22
|
2024-12-11 12:16:22
| 3
|
BUS-00131
|
Local
|
STOP-043252
|
Stop 020270
| 22
|
2025-07-05 05:07:14
|
2025-07-05 05:07:14
| 0
|
BUS-01652
|
Local
|
STOP-026674
|
Stop 011076
| 48
|
2025-05-03 02:30:40
|
2025-05-03 02:28:40
| -2
|
BUS-00989
|
Local
|
STOP-033841
|
Stop 016339
| 53
|
2025-04-23 07:12:16
|
2025-04-23 07:14:16
| 2
|
BUS-01564
|
Express
|
STOP-018419
|
Stop 031040
| 50
|
2024-10-27 06:06:56
|
2024-10-27 06:02:56
| -4
|
BUS-00063
|
Local
|
STOP-003773
|
Stop 031223
| 58
|
2025-03-08 00:27:57
|
2025-03-08 00:27:57
| 0
|
BUS-01063
|
Local
|
STOP-041781
|
Stop 000529
| 29
|
2024-12-08 17:40:41
|
2024-12-08 17:31:41
| -9
|
BUS-01859
|
BRT
|
STOP-029209
|
Stop 003199
| 16
|
2025-07-18 10:32:49
|
2025-07-18 10:36:49
| 4
|
BUS-01578
|
Express
|
STOP-017128
|
Stop 017109
| 30
|
2025-01-09 18:13:44
|
2025-01-09 18:13:44
| 0
|
BUS-01559
|
Express
|
STOP-027622
|
Stop 028963
| 10
|
2025-07-05 16:27:20
|
2025-07-05 16:33:20
| 6
|
BUS-00530
|
Express
|
STOP-013715
|
Stop 043419
| 31
|
2025-09-12 17:07:58
|
2025-09-12 17:08:58
| 1
|
BUS-00340
|
Local
|
STOP-012608
|
Stop 026944
| 8
|
2025-05-27 19:11:52
|
2025-05-27 19:07:52
| -4
|
BUS-01610
|
BRT
|
STOP-015565
|
Stop 007288
| 45
|
2025-01-10 00:36:34
|
2025-01-10 00:33:34
| -3
|
BUS-00450
|
BRT
|
STOP-048039
|
Stop 011815
| 15
|
2025-08-30 05:04:55
|
2025-08-30 05:02:55
| -2
|
BUS-00825
|
Express
|
STOP-041516
|
Stop 032308
| 42
|
2024-10-12 19:54:06
|
2024-10-12 19:52:06
| -2
|
BUS-01087
|
BRT
|
STOP-032710
|
Stop 033308
| 25
|
2025-03-17 22:09:30
|
2025-03-17 22:08:30
| -1
|
BUS-00302
|
Express
|
STOP-002696
|
Stop 012386
| 55
|
2024-10-22 19:48:50
|
2024-10-22 19:44:50
| -4
|
BUS-00941
|
BRT
|
STOP-025628
|
Stop 026284
| 14
|
2025-07-01 11:02:01
|
2025-07-01 11:02:01
| 0
|
BUS-01441
|
BRT
|
STOP-049158
|
Stop 037159
| 23
|
2025-05-17 17:49:55
|
2025-05-17 17:48:55
| -1
|
BUS-00107
|
Express
|
STOP-040710
|
Stop 047417
| 30
|
2025-01-26 07:56:35
|
2025-01-26 08:03:35
| 7
|
BUS-00595
|
Express
|
STOP-012527
|
Stop 012515
| 33
|
2025-06-03 03:22:12
|
2025-06-03 03:21:12
| -1
|
BUS-00411
|
BRT
|
STOP-032150
|
Stop 049911
| 24
|
2025-01-28 16:03:34
|
2025-01-28 15:56:34
| -7
|
BUS-01679
|
Local
|
STOP-010511
|
Stop 034312
| 58
|
2024-10-19 15:19:46
|
2024-10-19 15:18:46
| -1
|
BUS-01355
|
Local
|
STOP-042517
|
Stop 047000
| 12
|
2024-10-27 17:24:23
|
2024-10-27 17:25:23
| 1
|
BUS-00600
|
Express
|
STOP-026276
|
Stop 005050
| 58
|
2024-12-27 18:41:30
|
2024-12-27 18:22:30
| -19
|
BUS-00396
|
Local
|
STOP-047737
|
Stop 004895
| 28
|
2025-02-28 15:57:56
|
2025-02-28 15:57:56
| 0
|
BUS-00912
|
BRT
|
STOP-003600
|
Stop 029850
| 55
|
2024-12-22 22:33:04
|
2024-12-22 22:30:04
| -3
|
BUS-01076
|
BRT
|
STOP-029674
|
Stop 038323
| 41
|
2025-05-19 21:07:08
|
2025-05-19 21:10:08
| 3
|
BUS-01826
|
BRT
|
STOP-012431
|
Stop 036809
| 3
|
2025-09-09 09:44:00
|
2025-09-09 09:38:00
| -6
|
BUS-01627
|
Local
|
STOP-033618
|
Stop 022119
| 48
|
2025-01-19 02:46:35
|
2025-01-19 02:42:35
| -4
|
BUS-00682
|
Local
|
STOP-024723
|
Stop 037487
| 15
|
2025-01-05 03:11:18
|
2025-01-05 03:11:18
| 0
|
BUS-01513
|
Local
|
STOP-001935
|
Stop 034798
| 29
|
2024-12-06 19:27:25
|
2024-12-06 19:32:25
| 5
|
BUS-01714
|
Local
|
STOP-034790
|
Stop 047583
| 44
|
2025-03-15 18:45:07
|
2025-03-15 18:53:07
| 8
|
BUS-01423
|
Local
|
STOP-022435
|
Stop 000830
| 25
|
2025-05-30 07:12:11
|
2025-05-30 07:18:11
| 6
|
BUS-01886
|
Local
|
STOP-015926
|
Stop 029773
| 38
|
2025-09-30 16:05:07
|
2025-09-30 16:10:07
| 5
|
BUS-01584
|
Local
|
STOP-000107
|
Stop 028861
| 38
|
2024-11-09 12:45:15
|
2024-11-09 12:41:15
| -4
|
BUS-00403
|
Express
|
STOP-032970
|
Stop 019893
| 53
|
2025-04-15 23:11:45
|
2025-04-15 23:11:45
| 0
|
BUS-00017
|
BRT
|
STOP-032406
|
Stop 047882
| 43
|
2025-04-29 21:31:44
|
2025-04-29 21:31:44
| 0
|
BUS-01377
|
Local
|
STOP-002434
|
Stop 010065
| 56
|
2025-09-11 03:29:54
|
2025-09-11 03:35:54
| 6
|
BUS-00615
|
Local
|
STOP-038724
|
Stop 021658
| 54
|
2025-01-30 00:42:44
|
2025-01-30 00:46:44
| 4
|
BUS-01421
|
Express
|
STOP-014848
|
Stop 015576
| 40
|
2024-11-30 18:13:55
|
2024-11-30 18:12:55
| -1
|
BUS-00068
|
Express
|
STOP-000723
|
Stop 021779
| 33
|
2025-02-12 23:16:52
|
2025-02-12 23:27:52
| 11
|
BUS-00005
|
Express
|
STOP-040533
|
Stop 015896
| 7
|
2025-04-30 03:08:32
|
2025-04-30 03:03:32
| -5
|
BUS-01396
|
Local
|
STOP-049929
|
Stop 025082
| 1
|
2025-04-15 16:54:42
|
2025-04-15 16:56:42
| 2
|
BUS-00256
|
Local
|
STOP-019582
|
Stop 026951
| 3
|
2025-03-02 00:22:10
|
2025-03-02 00:18:10
| -4
|
BUS-01279
|
Local
|
STOP-045741
|
Stop 017967
| 12
|
2025-08-21 07:18:43
|
2025-08-21 07:18:43
| 0
|
BUS-01802
|
Local
|
STOP-037900
|
Stop 037195
| 46
|
2025-06-16 12:06:24
|
2025-06-16 12:12:24
| 6
|
BUS-00348
|
Local
|
STOP-019726
|
Stop 036774
| 35
|
2025-03-07 01:03:50
|
2025-03-07 01:08:50
| 5
|
BUS-01972
|
Local
|
STOP-045072
|
Stop 001240
| 15
|
2025-03-16 07:11:49
|
2025-03-16 07:01:49
| -10
|
BUS-00240
|
Local
|
STOP-028955
|
Stop 029015
| 26
|
2024-11-26 17:02:27
|
2024-11-26 17:04:27
| 2
|
BUS-00986
|
BRT
|
STOP-025057
|
Stop 001584
| 51
|
2025-03-05 21:00:31
|
2025-03-05 20:57:31
| -3
|
BUS-01018
|
Express
|
STOP-042272
|
Stop 043816
| 6
|
2025-08-05 00:31:30
|
2025-08-05 00:16:30
| -15
|
BUS-01562
|
Local
|
STOP-011328
|
Stop 047981
| 22
|
2025-09-22 17:33:11
|
2025-09-22 17:23:11
| -10
|
BUS-01095
|
Express
|
STOP-013255
|
Stop 013497
| 50
|
2025-01-18 03:05:44
|
2025-01-18 03:07:44
| 2
|
BUS-00246
|
Local
|
STOP-042529
|
Stop 018809
| 51
|
2025-03-25 01:53:53
|
2025-03-25 01:49:53
| -4
|
BUS-00227
|
BRT
|
STOP-042823
|
Stop 036461
| 5
|
2025-06-15 07:43:36
|
2025-06-15 07:43:36
| 0
|
BUS-01087
|
BRT
|
STOP-006372
|
Stop 007619
| 32
|
2025-04-08 12:02:38
|
2025-04-08 12:00:38
| -2
|
BUS-00324
|
Express
|
STOP-005602
|
Stop 030384
| 27
|
2025-07-28 14:47:36
|
2025-07-28 14:44:36
| -3
|
BUS-00854
|
BRT
|
STOP-033083
|
Stop 018366
| 28
|
2024-11-30 14:53:38
|
2024-11-30 14:50:38
| -3
|
BUS-01915
|
BRT
|
STOP-006371
|
Stop 027297
| 4
|
2025-01-05 01:29:31
|
2025-01-05 01:27:31
| -2
|
BUS-01236
|
BRT
|
STOP-048459
|
Stop 001453
| 21
|
2025-02-09 22:22:37
|
2025-02-09 22:22:37
| 0
|
BUS-01466
|
BRT
|
STOP-049701
|
Stop 041962
| 50
|
2025-09-03 03:12:08
|
2025-09-03 03:05:08
| -7
|
BUS-00734
|
BRT
|
STOP-042407
|
Stop 042883
| 56
|
2024-10-31 18:07:24
|
2024-10-31 18:03:24
| -4
|
BUS-01516
|
BRT
|
STOP-022778
|
Stop 044294
| 36
|
2025-01-13 05:07:29
|
2025-01-13 05:11:29
| 4
|
BUS-00398
|
Local
|
STOP-015379
|
Stop 016011
| 48
|
2025-02-08 12:42:38
|
2025-02-08 12:42:38
| 0
|
BUS-00044
|
Express
|
STOP-049085
|
Stop 037333
| 6
|
2025-07-03 19:55:45
|
2025-07-03 19:58:45
| 3
|
BUS-01109
|
Express
|
STOP-021558
|
Stop 019443
| 56
|
2025-02-05 15:10:08
|
2025-02-05 15:04:08
| -6
|
BUS-00323
|
Express
|
STOP-016543
|
Stop 037151
| 37
|
2025-09-05 22:39:28
|
2025-09-05 22:35:28
| -4
|
BUS-01445
|
Express
|
STOP-032944
|
Stop 022349
| 18
|
2025-09-27 18:30:29
|
2025-09-27 18:32:29
| 2
|
BUS-00228
|
Local
|
STOP-048944
|
Stop 020801
| 26
|
2025-05-24 23:01:04
|
2025-05-24 22:59:04
| -2
|
BUS-00138
|
Local
|
STOP-028229
|
Stop 011630
| 24
|
2024-10-19 17:54:03
|
2024-10-19 18:05:03
| 11
|
BUS-00532
|
BRT
|
STOP-032386
|
Stop 033016
| 26
|
2025-06-13 16:56:03
|
2025-06-13 16:54:03
| -2
|
BUS-00212
|
Local
|
STOP-017275
|
Stop 008037
| 8
|
2024-12-10 00:11:34
|
2024-12-10 00:06:34
| -5
|
BUS-00852
|
Express
|
STOP-035154
|
Stop 045396
| 27
|
2025-02-27 23:27:48
|
2025-02-27 23:27:48
| 0
|
BUS-00999
|
Local
|
STOP-003357
|
Stop 006992
| 18
|
2025-10-03 08:09:59
|
2025-10-03 08:15:59
| 6
|
BUS-00368
|
Local
|
STOP-012330
|
Stop 009939
| 10
|
2025-07-06 14:05:45
|
2025-07-06 14:05:45
| 0
|
# Nigeria Transport & Logistics – Public Transport Schedules
Schedules and actuals per stop with adherence in minutes for buses.
- **[category]** Traffic & Mobility Systems
- **[rows]** ~160,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | route_id | object | | line_name | object | | stop_id | object | | stop_name | object | | sequence | int64 | | scheduled_time | object | | actual_time | object | | adherence_min | int64 |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_public_transport_schedules/nigerian_transport_and_logistics_public_transport_schedules.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_public_transport_schedules')
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