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