Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets.
•
43 items
•
Updated
timestamp
stringdate 2024-10-12 11:11:17
2025-10-12 10:54:27
| segment_id
stringlengths 11
11
| lat
float64 4.17
13.9
| lon
float64 2.68
14.7
| surface_type
stringclasses 4
values | roughness_iri
float64 1
9.96
| potholes_count
int64 0
13
| wear_level_pct
float64 0
100
| lane_marking_visibility_pct
float64 0
100
|
|---|---|---|---|---|---|---|---|---|
2025-07-05 07:37:17
|
SEG-0155037
| 13.460709
| 14.66985
|
asphalt
| 1.97
| 0
| 29.2
| 66.6
|
2024-12-02 09:12:13
|
SEG-1845627
| 4.891732
| 13.859079
|
gravel
| 4.4
| 6
| 17.1
| 37
|
2024-12-29 07:56:15
|
SEG-1534233
| 10.162402
| 6.463409
|
asphalt
| 2.46
| 1
| 21.9
| 40.4
|
2025-03-26 13:00:36
|
SEG-1094090
| 8.847102
| 3.957188
|
asphalt
| 3.43
| 2
| 17.9
| 31.4
|
2025-07-28 16:30:13
|
SEG-1542311
| 4.709785
| 10.421655
|
concrete
| 3.04
| 1
| 53
| 59
|
2025-05-13 22:05:41
|
SEG-1366196
| 7.588252
| 8.96542
|
asphalt
| 3.15
| 3
| 19
| 48.8
|
2025-04-28 17:00:31
|
SEG-0678995
| 13.480822
| 4.07767
|
laterite
| 4.95
| 4
| 38.3
| 35.9
|
2024-11-16 10:23:01
|
SEG-0250273
| 13.661688
| 7.350089
|
asphalt
| 2.47
| 3
| 57.2
| 61.1
|
2025-02-07 14:05:47
|
SEG-0649590
| 10.158438
| 10.72344
|
concrete
| 3.18
| 4
| 7.5
| 57.5
|
2025-06-16 14:27:31
|
SEG-0834321
| 10.550878
| 13.381243
|
asphalt
| 2.45
| 2
| 52.1
| 64.6
|
2024-11-29 13:04:15
|
SEG-0354778
| 6.114958
| 10.895422
|
concrete
| 2.27
| 1
| 53.1
| 80.8
|
2025-06-16 01:22:19
|
SEG-0978955
| 11.828757
| 12.020286
|
asphalt
| 1.09
| 1
| 46.1
| 100
|
2025-09-05 03:09:10
|
SEG-1527195
| 11.211515
| 3.378025
|
concrete
| 1
| 1
| 29
| 98.9
|
2024-11-25 00:00:46
|
SEG-1855589
| 5.677511
| 11.389628
|
asphalt
| 2.49
| 2
| 33.3
| 64.7
|
2025-07-17 20:06:36
|
SEG-0869651
| 6.05783
| 4.694882
|
asphalt
| 3.7
| 0
| 8.6
| 48.4
|
2025-05-21 17:59:47
|
SEG-1384785
| 4.690087
| 11.575516
|
gravel
| 3.67
| 2
| 34.2
| 13
|
2025-04-07 00:43:11
|
SEG-1546675
| 13.828142
| 13.622739
|
asphalt
| 1.55
| 2
| 24.4
| 100
|
2024-11-01 16:07:24
|
SEG-1108702
| 7.330906
| 5.971813
|
concrete
| 3.04
| 2
| 3.8
| 65.4
|
2024-10-19 12:11:36
|
SEG-1806460
| 8.220716
| 3.26056
|
asphalt
| 4.47
| 1
| 39.9
| 55.8
|
2025-05-14 17:56:28
|
SEG-0682217
| 5.066352
| 4.450019
|
concrete
| 2.11
| 2
| 40
| 65.2
|
2025-07-18 10:42:14
|
SEG-1245283
| 9.315502
| 13.270044
|
asphalt
| 3.99
| 0
| 9.7
| 65.9
|
2025-01-10 04:45:43
|
SEG-0104756
| 4.679524
| 13.910127
|
concrete
| 2.07
| 1
| 18.5
| 31.6
|
2025-03-25 11:00:21
|
SEG-1579296
| 8.822131
| 4.005397
|
laterite
| 3.98
| 2
| 12.3
| 49.8
|
2025-04-29 17:32:04
|
SEG-1632041
| 13.390117
| 6.145837
|
asphalt
| 4.93
| 2
| 41.2
| 63.3
|
2024-12-10 05:41:59
|
SEG-0748724
| 12.668558
| 6.879518
|
concrete
| 2.58
| 4
| 41.3
| 69.9
|
2025-04-19 01:08:56
|
SEG-0076641
| 7.948862
| 8.542412
|
asphalt
| 2.54
| 1
| 52.9
| 87
|
2025-03-27 04:23:03
|
SEG-0197296
| 9.709314
| 6.737052
|
asphalt
| 2.6
| 2
| 30.3
| 93.2
|
2025-06-21 18:16:37
|
SEG-0362253
| 6.546512
| 5.475785
|
asphalt
| 3.98
| 0
| 63.4
| 40.9
|
2024-11-21 00:18:03
|
SEG-0843569
| 11.823832
| 11.033626
|
asphalt
| 1.17
| 1
| 52.1
| 75.1
|
2025-05-25 13:14:42
|
SEG-1237590
| 7.18857
| 8.258782
|
concrete
| 2.19
| 2
| 17.9
| 48.3
|
2025-02-07 05:04:30
|
SEG-1101936
| 7.737319
| 7.574496
|
gravel
| 4.92
| 2
| 40.7
| 55.4
|
2025-02-27 18:40:04
|
SEG-1218105
| 10.127338
| 9.035195
|
gravel
| 6.96
| 2
| 59.5
| 38.3
|
2025-09-23 11:01:31
|
SEG-1339254
| 4.669989
| 7.083307
|
asphalt
| 1.72
| 2
| 23.7
| 64.6
|
2025-01-13 14:17:40
|
SEG-1401271
| 5.547117
| 12.991423
|
asphalt
| 4.05
| 1
| 44.2
| 75.4
|
2025-04-02 11:42:21
|
SEG-1750113
| 10.033779
| 12.369702
|
asphalt
| 4.38
| 3
| 2
| 45
|
2025-10-11 05:06:44
|
SEG-0920574
| 8.14882
| 12.611396
|
gravel
| 8.88
| 3
| 33.7
| 48
|
2025-06-30 22:50:18
|
SEG-0760376
| 10.758264
| 9.61506
|
asphalt
| 3.91
| 2
| 23.2
| 85.2
|
2025-10-04 19:41:21
|
SEG-0728175
| 10.538042
| 10.585
|
asphalt
| 1.89
| 1
| 10.5
| 83.5
|
2025-09-28 04:41:31
|
SEG-0464178
| 4.476378
| 14.092811
|
laterite
| 3.78
| 4
| 55.6
| 4.4
|
2024-11-15 07:08:02
|
SEG-0838609
| 5.524308
| 9.926467
|
concrete
| 1.52
| 1
| 42.2
| 36.7
|
2025-01-04 03:21:53
|
SEG-1490740
| 4.55072
| 3.951479
|
concrete
| 2.46
| 1
| 8
| 74.7
|
2025-01-20 05:33:06
|
SEG-0346562
| 7.938665
| 9.004736
|
laterite
| 7.19
| 0
| 23.2
| 57.5
|
2025-07-23 06:05:53
|
SEG-1325638
| 7.006419
| 8.920919
|
asphalt
| 4.85
| 2
| 36.3
| 53.2
|
2024-12-16 01:41:35
|
SEG-1296354
| 7.589525
| 3.715985
|
asphalt
| 2.27
| 0
| 0
| 84.4
|
2025-07-02 19:34:38
|
SEG-0773686
| 8.521135
| 12.168107
|
gravel
| 2.61
| 6
| 31.9
| 24.9
|
2024-12-27 02:33:35
|
SEG-0296904
| 8.439637
| 6.183384
|
asphalt
| 3.61
| 1
| 36.7
| 70.7
|
2025-04-17 16:54:41
|
SEG-0355763
| 4.683535
| 7.594896
|
asphalt
| 2.54
| 0
| 43.8
| 52.3
|
2025-05-25 23:41:50
|
SEG-0056193
| 11.977425
| 8.401588
|
gravel
| 6.39
| 3
| 0.6
| 26
|
2025-04-15 06:18:37
|
SEG-0301766
| 5.792673
| 4.590357
|
concrete
| 2.57
| 0
| 42.2
| 80.3
|
2024-12-24 21:45:28
|
SEG-1914535
| 6.102937
| 7.54937
|
asphalt
| 1.22
| 1
| 8.7
| 66.8
|
2025-01-13 13:08:41
|
SEG-0556671
| 9.032673
| 2.955036
|
laterite
| 6.72
| 2
| 5.2
| 51.7
|
2024-11-06 10:15:15
|
SEG-0909386
| 8.207194
| 6.549731
|
asphalt
| 4.65
| 2
| 40
| 51.9
|
2025-01-14 06:56:48
|
SEG-1079305
| 10.563835
| 14.505116
|
laterite
| 1.99
| 5
| 3.6
| 67
|
2025-06-19 03:38:01
|
SEG-0527312
| 8.296642
| 14.503422
|
gravel
| 4.59
| 4
| 0
| 27
|
2025-08-31 01:20:42
|
SEG-0331031
| 6.937143
| 6.584936
|
asphalt
| 4.02
| 0
| 2
| 44.7
|
2025-07-24 06:38:52
|
SEG-0961695
| 5.786999
| 7.813742
|
asphalt
| 1
| 3
| 17.4
| 40.1
|
2025-04-18 08:40:48
|
SEG-1118017
| 12.116275
| 4.262449
|
asphalt
| 4.6
| 0
| 26.2
| 46.3
|
2025-08-18 10:41:13
|
SEG-1122101
| 11.562435
| 13.103964
|
asphalt
| 2.06
| 3
| 27.9
| 65.8
|
2025-05-15 05:27:13
|
SEG-1260135
| 11.519255
| 9.774483
|
gravel
| 3.92
| 6
| 45.6
| 29
|
2024-12-23 09:16:28
|
SEG-1828445
| 12.154059
| 5.203516
|
asphalt
| 1
| 4
| 46
| 54.3
|
2025-08-17 05:44:35
|
SEG-1919954
| 4.558082
| 5.21637
|
asphalt
| 1
| 1
| 75.1
| 83.7
|
2024-10-30 04:52:10
|
SEG-1109317
| 7.715309
| 13.966003
|
asphalt
| 2.92
| 1
| 31
| 11.6
|
2024-12-12 09:12:11
|
SEG-1337414
| 6.963232
| 5.342235
|
asphalt
| 3.49
| 1
| 35.6
| 53
|
2025-07-10 05:10:32
|
SEG-1304035
| 13.04257
| 9.747928
|
asphalt
| 1
| 0
| 51.4
| 53.5
|
2025-10-02 05:08:44
|
SEG-0641603
| 11.669036
| 5.46468
|
concrete
| 1
| 2
| 23.7
| 45.7
|
2025-05-16 07:18:06
|
SEG-1846263
| 9.30111
| 12.241176
|
laterite
| 6.2
| 5
| 25.9
| 38.5
|
2025-06-22 00:18:36
|
SEG-1149508
| 5.271701
| 10.657685
|
gravel
| 5.15
| 1
| 82.8
| 6.3
|
2025-02-23 10:12:46
|
SEG-1404313
| 4.616374
| 6.057907
|
gravel
| 4.5
| 4
| 5.2
| 59.1
|
2025-10-03 06:43:11
|
SEG-1929504
| 9.001344
| 14.431545
|
gravel
| 3.95
| 2
| 23.2
| 16.9
|
2024-12-14 11:25:15
|
SEG-0269864
| 7.666463
| 11.509143
|
asphalt
| 3.4
| 0
| 19.3
| 87.6
|
2025-07-29 01:54:44
|
SEG-1545455
| 9.499636
| 7.565757
|
gravel
| 4.37
| 4
| 32.4
| 45.4
|
2025-06-02 09:36:25
|
SEG-1083287
| 5.792087
| 14.479017
|
asphalt
| 2.61
| 3
| 49.6
| 51.6
|
2025-08-14 13:39:19
|
SEG-1544147
| 5.269162
| 14.466919
|
concrete
| 3.89
| 2
| 27
| 86.8
|
2024-10-25 18:48:49
|
SEG-0720326
| 9.489008
| 6.642914
|
asphalt
| 4.43
| 3
| 41.7
| 75.7
|
2025-06-08 16:48:24
|
SEG-1262043
| 7.011765
| 3.870775
|
asphalt
| 2.79
| 3
| 23.5
| 69
|
2025-09-04 00:49:33
|
SEG-0857842
| 9.770345
| 2.989639
|
asphalt
| 1.39
| 4
| 19.6
| 46
|
2025-03-14 05:18:31
|
SEG-1812529
| 8.180996
| 8.809848
|
gravel
| 4.58
| 3
| 48.2
| 0
|
2024-11-10 01:07:11
|
SEG-1038310
| 13.083817
| 8.84281
|
asphalt
| 3.3
| 1
| 2.8
| 94.1
|
2024-12-15 00:48:05
|
SEG-0418859
| 4.818138
| 3.18535
|
laterite
| 3.68
| 5
| 36.2
| 33.3
|
2025-03-27 14:47:02
|
SEG-0741385
| 5.926272
| 6.227467
|
asphalt
| 3.89
| 1
| 82.5
| 92.9
|
2025-02-01 00:24:07
|
SEG-1178869
| 6.358442
| 4.079921
|
asphalt
| 2.37
| 0
| 52.9
| 53.9
|
2025-05-30 15:47:07
|
SEG-1160137
| 9.402835
| 10.602744
|
asphalt
| 3.58
| 1
| 41
| 54.8
|
2025-07-01 15:44:48
|
SEG-0535156
| 12.512699
| 14.351552
|
concrete
| 3.78
| 0
| 6
| 40.9
|
2025-05-11 20:32:50
|
SEG-0447024
| 8.047261
| 14.354622
|
asphalt
| 2.95
| 3
| 19.1
| 30.3
|
2025-03-15 12:02:30
|
SEG-1359878
| 4.510944
| 3.320415
|
asphalt
| 3.74
| 1
| 41.6
| 54.2
|
2025-07-19 13:57:53
|
SEG-0911520
| 6.280878
| 4.51498
|
gravel
| 2.35
| 1
| 23.2
| 41.6
|
2025-07-16 19:42:50
|
SEG-1036193
| 10.944794
| 3.171765
|
gravel
| 5.01
| 5
| 23.3
| 20.9
|
2025-08-02 20:41:19
|
SEG-0981556
| 9.919686
| 5.809253
|
asphalt
| 3.69
| 2
| 66
| 92.6
|
2025-05-29 13:38:43
|
SEG-1537425
| 13.491162
| 8.34935
|
laterite
| 6.2
| 2
| 78.7
| 53.4
|
2025-07-23 21:24:00
|
SEG-0589659
| 12.115093
| 5.591833
|
asphalt
| 5.44
| 3
| 42.2
| 89.6
|
2025-04-19 13:19:28
|
SEG-0955870
| 12.902775
| 13.397392
|
concrete
| 2.71
| 1
| 32.4
| 43.5
|
2025-09-07 10:51:10
|
SEG-1183278
| 12.782157
| 7.869981
|
gravel
| 5.76
| 4
| 2.1
| 37.9
|
2024-12-05 16:46:35
|
SEG-0488740
| 7.433905
| 3.531031
|
concrete
| 2.79
| 2
| 32.6
| 80.1
|
2025-05-06 06:44:42
|
SEG-0346541
| 5.69794
| 6.043594
|
asphalt
| 1.07
| 0
| 17.5
| 65.1
|
2025-09-28 09:31:32
|
SEG-1210414
| 8.490986
| 9.532197
|
asphalt
| 2.71
| 1
| 0
| 31.3
|
2025-03-20 10:28:33
|
SEG-0977482
| 4.884038
| 5.953325
|
asphalt
| 2.96
| 1
| 32.4
| 68.8
|
2025-08-05 04:35:23
|
SEG-1693519
| 7.293584
| 10.232582
|
concrete
| 1.43
| 2
| 51.1
| 100
|
2025-09-27 11:40:00
|
SEG-0283593
| 8.356237
| 12.13807
|
asphalt
| 2.92
| 0
| 27.3
| 74.4
|
2025-01-29 09:27:25
|
SEG-1554056
| 11.407716
| 13.176495
|
laterite
| 6.02
| 4
| 45.7
| 36.3
|
2025-07-24 15:59:42
|
SEG-1508602
| 10.301006
| 6.70081
|
gravel
| 6.1
| 5
| 60.6
| 0
|
# Nigeria Transport & Logistics – Road Condition
Road segment condition: IRI roughness, potholes, wear and lane markings.
- **[category]** Infrastructure & Environment
- **[rows]** ~140,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | timestamp | object | | segment_id | object | | lat | float64 | | lon | float64 | | surface_type | object | | roughness_iri | float64 | | potholes_count | int64 | | wear_level_pct | float64 | | lane_marking_visibility_pct | float64 |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_road_condition/nigerian_transport_and_logistics_road_condition.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_road_condition')
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