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timestamp
stringdate
2024-10-11 22:33:44
2025-10-11 22:22:39
vehicle_id
stringlengths
9
9
event_type
stringclasses
3 values
lat
float64
4.18
13.9
lon
float64
2.67
14.7
duration_sec
int64
10
516
cause
stringclasses
7 values
queue_length
int64
0
28
2024-12-24 17:38:13
VH-668274
stop
11.041212
7.458551
12
breakdown
0
2024-11-21 22:11:49
VH-641772
delay
5.035395
3.28659
58
queue
2
2025-09-03 00:52:09
VH-236664
toll
7.867869
14.60305
10
breakdown
0
2025-09-21 00:32:46
VH-738067
delay
13.11051
13.647177
76
queue
3
2025-01-09 08:01:34
VH-191961
delay
6.371587
10.17729
29
checkpoint
3
2025-08-24 22:34:45
VH-619008
toll
13.681974
9.981171
52
accident_ahead
10
2025-03-20 08:06:49
VH-315868
toll
10.830601
4.862998
12
accident_ahead
9
2025-02-04 00:32:55
VH-601289
delay
11.421039
8.08862
11
breakdown
8
2025-08-13 02:04:31
VH-673997
stop
6.21452
10.73886
25
accident_ahead
2
2025-01-30 20:12:36
VH-418484
delay
9.190559
10.779878
53
inspection
7
2025-06-12 19:03:52
VH-114081
stop
9.347089
13.493165
11
inspection
0
2025-06-19 14:05:10
VH-685607
delay
5.196149
12.91078
14
queue
1
2025-06-25 00:30:26
VH-051805
stop
8.312793
11.292458
27
traffic_light
11
2025-08-20 07:43:02
VH-383717
delay
11.990703
8.355755
21
inspection
0
2025-05-13 10:23:55
VH-690725
toll
8.135466
9.46288
10
traffic_light
2
2025-04-04 09:44:29
VH-726218
toll
7.488946
13.716648
45
breakdown
11
2025-07-26 14:21:53
VH-395338
toll
4.772458
10.835884
62
inspection
16
2025-07-15 16:10:58
VH-485281
toll
12.769511
8.794621
10
queue
0
2025-05-04 21:48:41
VH-305064
stop
13.310437
11.156298
48
checkpoint
8
2025-06-26 04:40:35
VH-011279
delay
9.005535
6.512047
122
accident_ahead
1
2025-08-12 17:22:03
VH-026564
delay
10.204272
6.878668
73
breakdown
7
2025-06-12 12:09:10
VH-660486
delay
10.273335
9.836021
14
breakdown
6
2025-03-16 18:32:50
VH-721995
stop
12.272399
3.048862
36
inspection
15
2025-09-06 13:56:51
VH-661976
toll
7.102852
11.313381
25
weather
4
2025-03-26 20:30:46
VH-761262
toll
8.882409
7.558518
38
traffic_light
6
2025-03-02 18:03:12
VH-312439
toll
11.490146
12.88227
11
traffic_light
8
2025-03-24 05:10:30
VH-606603
stop
11.22989
13.18997
21
breakdown
6
2025-09-16 22:47:07
VH-787178
stop
7.274805
6.711788
10
weather
12
2025-01-21 10:39:18
VH-588059
delay
6.191217
13.170381
44
weather
3
2024-11-25 09:33:41
VH-100080
delay
5.17774
9.394183
43
inspection
6
2024-12-04 09:03:18
VH-615617
toll
6.744406
4.331435
30
breakdown
6
2025-05-26 02:58:57
VH-006573
stop
10.404297
9.090633
14
queue
10
2025-05-14 23:41:22
VH-754129
toll
12.002968
12.640401
27
weather
20
2025-05-05 02:34:12
VH-305825
toll
10.457007
4.575323
10
checkpoint
1
2025-03-26 12:50:49
VH-647418
toll
7.022952
7.175679
22
weather
11
2025-07-24 22:54:06
VH-764412
stop
8.445753
2.722947
29
traffic_light
7
2025-05-10 22:05:27
VH-171090
stop
10.546506
8.946136
29
accident_ahead
0
2024-12-08 04:17:51
VH-234188
delay
13.70688
8.041275
21
inspection
0
2025-03-09 05:49:25
VH-088497
toll
8.762115
6.296812
11
breakdown
11
2024-11-11 15:01:35
VH-320770
delay
8.79937
12.118069
67
inspection
2
2025-04-10 07:57:07
VH-415247
delay
6.779602
7.958109
39
checkpoint
7
2025-08-02 18:59:34
VH-777400
stop
10.559925
11.164218
15
checkpoint
9
2024-11-09 19:06:08
VH-191386
delay
12.292103
8.032424
15
accident_ahead
0
2024-10-22 17:08:06
VH-474895
stop
9.134469
3.922503
28
queue
13
2025-03-11 03:07:46
VH-705636
delay
6.578797
8.622964
54
accident_ahead
0
2025-06-23 14:02:52
VH-622024
toll
9.036109
14.137963
26
checkpoint
0
2025-08-11 02:16:49
VH-176335
stop
9.303727
9.737965
29
breakdown
4
2025-01-23 11:53:32
VH-417804
toll
6.921151
3.9384
71
breakdown
0
2025-05-04 15:37:54
VH-634863
delay
10.67309
4.635617
16
checkpoint
5
2025-04-20 09:08:15
VH-259051
toll
6.11844
4.872163
42
weather
4
2025-06-04 02:42:52
VH-061013
toll
9.993172
7.28096
10
traffic_light
12
2025-02-09 21:59:10
VH-416079
toll
13.366423
10.210029
11
checkpoint
0
2025-06-04 10:49:52
VH-451431
toll
13.813762
10.703053
45
checkpoint
8
2025-01-30 18:33:34
VH-350090
delay
11.179531
3.450204
10
queue
6
2024-12-02 16:52:44
VH-572760
toll
5.613085
14.102666
20
checkpoint
5
2025-01-01 21:46:30
VH-690694
delay
9.349388
13.513551
14
weather
13
2025-02-26 03:02:07
VH-298426
delay
11.695007
12.337554
19
traffic_light
4
2024-12-12 02:09:09
VH-629421
stop
9.676241
4.054175
14
traffic_light
3
2025-07-24 20:26:35
VH-359988
delay
10.051942
14.451608
18
breakdown
0
2025-08-04 07:34:46
VH-275876
toll
9.986342
2.942603
54
checkpoint
8
2025-01-14 21:32:29
VH-657966
toll
9.055888
9.396247
10
accident_ahead
9
2024-12-09 09:03:47
VH-129129
toll
8.529462
2.746133
20
accident_ahead
5
2025-05-26 21:36:35
VH-341800
toll
5.076833
9.061117
10
queue
7
2025-02-10 13:08:47
VH-620155
stop
12.087049
6.242867
16
accident_ahead
2
2025-01-03 02:37:47
VH-607201
stop
6.870446
2.850613
18
traffic_light
6
2025-03-01 09:33:22
VH-103216
delay
7.556377
11.593834
25
inspection
0
2025-07-23 18:45:19
VH-353795
delay
5.692767
4.815838
13
queue
5
2024-12-08 16:40:33
VH-642399
stop
4.231081
7.420244
31
weather
11
2025-04-08 12:17:36
VH-736450
toll
6.770072
14.555991
10
traffic_light
2
2025-05-20 12:40:44
VH-492218
toll
11.388549
7.93034
38
breakdown
4
2025-03-05 17:11:03
VH-663434
toll
8.443623
8.60197
14
checkpoint
4
2025-03-17 16:27:25
VH-647569
toll
13.579842
8.389822
13
queue
5
2025-09-16 17:49:50
VH-373618
delay
10.944379
4.86997
20
accident_ahead
3
2025-04-17 00:16:57
VH-235470
delay
4.918373
3.783452
38
accident_ahead
14
2025-03-09 00:31:20
VH-289990
delay
8.170471
7.055771
15
queue
0
2024-11-16 12:14:51
VH-597130
delay
13.344936
12.438421
70
weather
4
2025-02-21 01:31:21
VH-070728
toll
6.227403
11.67291
66
accident_ahead
4
2024-12-19 20:17:04
VH-562000
toll
11.701143
12.663848
13
accident_ahead
4
2024-10-28 12:15:21
VH-736160
delay
4.419369
7.681724
153
inspection
7
2025-09-23 05:01:38
VH-690921
stop
10.077238
4.285696
10
breakdown
15
2025-08-10 16:01:35
VH-392104
delay
11.256824
4.551521
10
accident_ahead
10
2024-11-09 22:16:06
VH-718853
stop
9.273969
6.109992
15
traffic_light
11
2024-12-18 09:03:15
VH-214767
delay
9.719509
12.524897
60
queue
5
2024-11-27 11:09:46
VH-565198
delay
7.151772
9.7745
38
inspection
7
2025-03-22 19:55:23
VH-582326
delay
7.848533
13.269817
46
queue
6
2025-02-17 18:26:23
VH-630155
toll
4.407443
8.952611
23
inspection
6
2025-06-21 09:39:34
VH-036031
delay
5.576368
3.779517
21
accident_ahead
11
2024-11-03 01:23:09
VH-135324
stop
13.159915
14.349514
35
inspection
5
2025-04-08 18:14:12
VH-473794
toll
8.314471
7.76117
14
inspection
2
2024-11-28 17:12:25
VH-196575
toll
10.007027
12.533444
33
inspection
5
2025-10-05 10:57:52
VH-510277
delay
11.824021
6.20774
146
accident_ahead
5
2025-09-10 01:46:22
VH-191253
toll
5.548425
10.245098
10
traffic_light
4
2024-11-26 15:58:19
VH-040778
toll
6.085307
9.046875
10
traffic_light
15
2025-08-14 01:11:59
VH-441065
toll
9.203699
9.431964
45
inspection
12
2024-10-26 16:09:07
VH-795277
stop
5.406503
8.396684
31
queue
9
2025-04-26 08:30:54
VH-630851
delay
5.305361
12.254013
17
inspection
0
2025-06-30 10:37:35
VH-566714
delay
4.270763
9.449598
24
queue
0
2025-08-25 00:33:01
VH-485725
delay
4.767488
11.350349
114
accident_ahead
7
2025-08-21 08:49:37
VH-116628
delay
13.753949
3.919911
48
breakdown
1
2025-07-25 23:25:28
VH-578536
stop
9.420819
11.760976
31
accident_ahead
3
End of preview. Expand in Data Studio
# Nigeria Transport & Logistics – Toll, Stop & Delay Events

Location-based events including tolls, stops, and delays with durations and causes.

- **[category]** Route & Trip Data
- **[rows]** ~160,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | timestamp | object | | vehicle_id | object | | event_type | object | | lat | float64 | | lon | float64 | | duration_sec | int64 | | cause | object | | queue_length | int64 |

## Usage

```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_toll_stop_delay/nigerian_transport_and_logistics_toll_stop_delay.parquet')
df.head()
```

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_toll_stop_delay')
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_toll_stop_delay