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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
End of preview. Expand in Data Studio
# 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
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Collection including electricsheepafrica/nigerian_transport_and_logistics_public_transport_schedules