Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets.
•
43 items
•
Updated
timestamp
stringdate 2024-10-12 11:23:07
2025-10-12 11:08:02
| structure_id
stringlengths 9
9
| structure_type
stringclasses 2
values | vibration_mm_s
float64 0
14.7
| strain_micro
float64 0
800
| temp_c
float64 10
51.5
| humidity_pct
float64 10
100
| stress_mpa
float64 0
48
| anomaly
bool 1
class |
|---|---|---|---|---|---|---|---|---|
2025-06-09 03:06:29
|
BR-017560
|
bridge
| 5.6
| 196.8
| 25.2
| 62.9
| 9.04
| false
|
2025-07-03 20:45:51
|
BR-015541
|
bridge
| 6.92
| 400.1
| 32.1
| 64.6
| 30.48
| false
|
2025-03-24 23:41:48
|
BR-006653
|
bridge
| 7.59
| 352.1
| 25.9
| 68.3
| 23.03
| false
|
2024-10-20 04:17:27
|
TN-010569
|
tunnel
| 4.08
| 96.8
| 33.1
| 64.8
| 16.05
| false
|
2025-04-13 05:17:21
|
BR-016100
|
bridge
| 6.94
| 74.6
| 41.4
| 74.5
| 13.28
| false
|
2025-05-24 21:26:56
|
BR-014812
|
bridge
| 7.65
| 299.7
| 31.4
| 64.2
| 26.35
| false
|
2025-03-29 10:58:39
|
BR-009908
|
bridge
| 2.34
| 190.6
| 23
| 40.1
| 12.89
| false
|
2025-01-19 20:30:38
|
BR-009290
|
bridge
| 2.55
| 229.4
| 39.4
| 87.5
| 24.34
| false
|
2025-05-18 11:55:25
|
BR-010669
|
bridge
| 2.71
| 164.8
| 28.3
| 77.6
| 24.35
| false
|
2024-12-25 11:51:58
|
BR-001121
|
bridge
| 8.05
| 413
| 24.7
| 37.2
| 25.96
| false
|
2025-02-14 15:05:42
|
TN-006883
|
tunnel
| 2.37
| 273.9
| 33
| 39.1
| 21.89
| false
|
2025-01-06 20:54:37
|
BR-005907
|
bridge
| 5.89
| 192.4
| 39
| 84.8
| 16.05
| false
|
2025-07-03 07:11:04
|
BR-017044
|
bridge
| 5.88
| 87.5
| 33.6
| 53.7
| 24.85
| false
|
2025-10-08 19:32:25
|
TN-016751
|
tunnel
| 0.81
| 277.2
| 30.8
| 57.5
| 9.95
| false
|
2025-05-19 02:48:22
|
TN-013416
|
tunnel
| 1.81
| 205.1
| 37
| 60.4
| 9.01
| false
|
2025-03-15 10:34:10
|
BR-012055
|
bridge
| 6.27
| 230.3
| 29.1
| 54.1
| 20.04
| false
|
2025-02-26 23:52:43
|
BR-000770
|
bridge
| 4.56
| 115
| 31.9
| 91.4
| 17.83
| false
|
2024-10-23 05:50:59
|
BR-017372
|
bridge
| 5.67
| 280.9
| 34.4
| 65.7
| 5.84
| false
|
2025-03-21 12:10:27
|
TN-018330
|
tunnel
| 1.33
| 244.2
| 27
| 52.6
| 17.58
| false
|
2025-02-16 05:50:21
|
BR-006886
|
bridge
| 8.44
| 115.9
| 34.4
| 59.1
| 9.18
| false
|
2025-08-02 18:10:25
|
BR-017848
|
bridge
| 1.98
| 176.3
| 33.3
| 78.1
| 24.33
| false
|
2024-12-27 15:47:16
|
BR-009422
|
bridge
| 8.5
| 281.3
| 36
| 70.9
| 18.85
| false
|
2024-11-09 22:20:32
|
TN-009646
|
tunnel
| 1.74
| 250.3
| 36.6
| 57.5
| 17.6
| false
|
2025-03-14 19:03:20
|
BR-019142
|
bridge
| 7.58
| 136
| 36.7
| 68.1
| 33.53
| false
|
2025-02-24 02:44:55
|
BR-013270
|
bridge
| 7.61
| 81.6
| 27.7
| 41.7
| 13.22
| false
|
2024-12-02 02:06:40
|
BR-005841
|
bridge
| 6.69
| 230.9
| 31.5
| 68.1
| 31.24
| false
|
2024-11-14 21:16:52
|
BR-016316
|
bridge
| 5.47
| 257.1
| 23.8
| 43.8
| 15.14
| false
|
2025-02-03 16:55:47
|
BR-005587
|
bridge
| 9.02
| 148.3
| 26.3
| 53
| 22.78
| false
|
2025-05-02 16:53:29
|
BR-015541
|
bridge
| 5.53
| 280
| 31.7
| 85
| 19.94
| false
|
2025-02-09 07:27:21
|
BR-002500
|
bridge
| 9.08
| 211.7
| 22.4
| 70.6
| 23.47
| false
|
2025-05-17 20:23:28
|
TN-001089
|
tunnel
| 5.52
| 117
| 30.2
| 76.1
| 25.11
| false
|
2025-08-02 22:52:58
|
BR-003436
|
bridge
| 6.05
| 137.3
| 27.2
| 75.4
| 10.1
| false
|
2025-07-08 17:26:54
|
BR-018071
|
bridge
| 5.87
| 152.3
| 30.9
| 80.6
| 24.79
| false
|
2025-02-18 07:49:35
|
BR-013586
|
bridge
| 6.06
| 327.7
| 28.4
| 74.4
| 27.78
| false
|
2025-03-16 02:12:32
|
BR-001669
|
bridge
| 4.55
| 420.6
| 24.5
| 62.7
| 21.94
| false
|
2025-02-19 03:28:13
|
BR-009485
|
bridge
| 3.81
| 262.5
| 42.2
| 61
| 8.79
| false
|
2025-05-30 05:16:42
|
BR-012120
|
bridge
| 3.5
| 277.3
| 24.6
| 57.9
| 9.78
| false
|
2025-06-16 03:42:51
|
BR-004189
|
bridge
| 6.07
| 90
| 32.8
| 64.6
| 11.24
| false
|
2024-11-06 14:00:22
|
TN-009901
|
tunnel
| 1.84
| 384.2
| 40.2
| 89.9
| 15.76
| false
|
2025-03-31 04:14:16
|
BR-019539
|
bridge
| 7.41
| 433.6
| 33
| 71
| 15.33
| false
|
2025-01-22 03:14:49
|
BR-018144
|
bridge
| 4.43
| 266.3
| 22.9
| 63.2
| 16.27
| false
|
2025-07-12 04:29:59
|
BR-009803
|
bridge
| 5.51
| 472.3
| 29.4
| 74.6
| 25.78
| false
|
2024-11-27 09:56:36
|
BR-016666
|
bridge
| 7.88
| 157.8
| 32.7
| 61.2
| 13.42
| false
|
2025-07-27 10:22:51
|
BR-006733
|
bridge
| 2.71
| 186.4
| 25.7
| 64.3
| 13.87
| false
|
2025-06-19 11:12:42
|
TN-017053
|
tunnel
| 4.37
| 77.3
| 28
| 60
| 13.6
| false
|
2025-06-07 02:06:58
|
TN-006638
|
tunnel
| 0
| 339.3
| 33.4
| 59.6
| 19.7
| false
|
2024-10-15 09:04:16
|
BR-013048
|
bridge
| 5.38
| 74.7
| 28.5
| 68.3
| 24.07
| false
|
2025-01-17 20:19:57
|
BR-002709
|
bridge
| 5.95
| 516.6
| 25.4
| 59
| 16.27
| false
|
2025-06-16 23:28:13
|
BR-013616
|
bridge
| 3.78
| 4.5
| 37
| 77.2
| 24.26
| false
|
2025-08-12 23:31:09
|
TN-006777
|
tunnel
| 5.21
| 574.8
| 34.9
| 80.3
| 22.35
| false
|
2025-02-11 20:41:22
|
BR-015560
|
bridge
| 3.56
| 93.2
| 27.1
| 89.7
| 10.41
| false
|
2024-11-13 05:47:04
|
BR-004979
|
bridge
| 6.89
| 209.2
| 35.9
| 76.4
| 0
| false
|
2025-09-26 23:20:40
|
BR-012321
|
bridge
| 2.24
| 478.3
| 24.6
| 79.4
| 16.44
| false
|
2025-02-09 10:18:46
|
TN-001328
|
tunnel
| 4.07
| 23.6
| 39.2
| 33.8
| 20.9
| false
|
2025-06-02 19:48:54
|
TN-010387
|
tunnel
| 6.08
| 292.5
| 28.3
| 67.7
| 28.17
| false
|
2025-05-25 06:48:03
|
BR-000405
|
bridge
| 11.72
| 151.8
| 27.9
| 65.7
| 25.25
| false
|
2025-06-21 14:46:49
|
TN-009696
|
tunnel
| 2.24
| 160.7
| 32.1
| 68.2
| 12.84
| false
|
2024-12-21 23:10:37
|
TN-016058
|
tunnel
| 1.63
| 257.8
| 32.4
| 75.2
| 2.14
| false
|
2025-09-19 04:11:52
|
BR-014383
|
bridge
| 3.97
| 147.7
| 35.1
| 58.3
| 17.39
| false
|
2025-09-14 14:11:14
|
BR-017257
|
bridge
| 3.62
| 205.6
| 23
| 65.9
| 18
| false
|
2025-03-18 10:16:17
|
BR-003214
|
bridge
| 4.58
| 307.5
| 26.2
| 60.4
| 16.78
| false
|
2025-06-22 18:40:36
|
BR-015940
|
bridge
| 7.84
| 345
| 24.1
| 67.1
| 6.21
| false
|
2025-09-06 16:39:52
|
BR-016577
|
bridge
| 8.19
| 156
| 32.7
| 84.9
| 10.42
| false
|
2025-10-04 11:50:45
|
BR-008255
|
bridge
| 5.17
| 0
| 24.8
| 44.4
| 16.25
| false
|
2024-11-14 21:14:43
|
BR-002637
|
bridge
| 7.51
| 277.4
| 30
| 88.8
| 11.91
| false
|
2025-05-26 07:17:50
|
BR-003052
|
bridge
| 3.59
| 321.9
| 32.6
| 82.4
| 19.65
| false
|
2025-02-02 15:25:41
|
BR-017515
|
bridge
| 7.06
| 359.4
| 36.6
| 44.5
| 31.26
| false
|
2024-11-26 23:04:07
|
BR-002627
|
bridge
| 8.84
| 402.4
| 27.8
| 37.1
| 15.96
| false
|
2024-11-07 13:30:57
|
BR-004303
|
bridge
| 8.08
| 268.1
| 37.3
| 74.4
| 31.5
| false
|
2025-03-30 01:10:22
|
BR-011512
|
bridge
| 8.84
| 226.2
| 26.5
| 64.6
| 9.26
| false
|
2025-06-21 22:27:05
|
TN-012990
|
tunnel
| 2.58
| 419.9
| 27.6
| 62.3
| 24.17
| false
|
2025-02-28 05:43:53
|
BR-014829
|
bridge
| 6.45
| 181
| 31.9
| 56.4
| 23.16
| false
|
2024-11-10 23:36:18
|
TN-009513
|
tunnel
| 2.01
| 263
| 35
| 68.4
| 21.32
| false
|
2024-10-20 19:34:56
|
BR-019923
|
bridge
| 5.41
| 268.5
| 31.9
| 87.7
| 1.04
| false
|
2025-08-04 07:41:17
|
BR-016236
|
bridge
| 4.89
| 184.8
| 29.3
| 27
| 20.67
| false
|
2025-01-02 08:35:14
|
BR-017198
|
bridge
| 5.8
| 275.7
| 26.7
| 71.3
| 20.27
| false
|
2025-09-09 04:01:38
|
BR-019406
|
bridge
| 6.39
| 199.3
| 27.5
| 72.7
| 14.54
| false
|
2024-12-29 12:02:16
|
BR-016860
|
bridge
| 4.84
| 317.7
| 26.4
| 37.6
| 20.06
| false
|
2025-06-30 05:08:09
|
BR-002834
|
bridge
| 4.52
| 52.5
| 36.7
| 59.4
| 9.93
| false
|
2025-04-11 17:28:38
|
TN-012465
|
tunnel
| 3.54
| 107.7
| 30.7
| 44
| 30.42
| false
|
2025-05-18 04:05:12
|
BR-004036
|
bridge
| 7.13
| 94.3
| 30.9
| 89.5
| 25.99
| false
|
2025-02-18 04:47:16
|
BR-012253
|
bridge
| 5.54
| 357.4
| 28.9
| 72.4
| 2.04
| false
|
2025-06-07 05:41:57
|
BR-007875
|
bridge
| 1.49
| 180.6
| 32.4
| 48.4
| 20.88
| false
|
2025-05-06 23:29:54
|
BR-005414
|
bridge
| 4.72
| 320.2
| 31.8
| 53
| 15.82
| false
|
2025-06-11 12:54:10
|
TN-007646
|
tunnel
| 0.81
| 270.1
| 40.6
| 98.6
| 25.93
| false
|
2025-09-07 18:13:29
|
BR-018588
|
bridge
| 6.09
| 287.1
| 38.1
| 59.6
| 15.52
| false
|
2025-08-24 02:36:34
|
BR-012332
|
bridge
| 7.59
| 263.1
| 28.4
| 69.7
| 24.54
| false
|
2024-12-08 15:21:56
|
BR-008665
|
bridge
| 5.91
| 478.8
| 29.7
| 73.5
| 17.55
| false
|
2025-06-05 13:45:50
|
BR-015787
|
bridge
| 6.43
| 311.6
| 24
| 67.1
| 18.8
| false
|
2025-07-24 09:08:23
|
BR-019896
|
bridge
| 5.96
| 195.5
| 32.5
| 80.2
| 20.57
| false
|
2024-12-30 17:19:02
|
BR-003830
|
bridge
| 4.76
| 141.4
| 30.3
| 45
| 14.77
| false
|
2025-06-22 07:08:58
|
TN-016718
|
tunnel
| 3.59
| 78.2
| 27.8
| 67.2
| 5.62
| false
|
2025-02-04 07:55:52
|
BR-002241
|
bridge
| 7.52
| 192.7
| 29.1
| 85.4
| 28.59
| false
|
2024-11-08 07:35:02
|
BR-006153
|
bridge
| 4.61
| 187.4
| 35.8
| 38.8
| 24.73
| false
|
2024-11-01 08:26:27
|
BR-008543
|
bridge
| 7.21
| 358.6
| 37.5
| 48
| 16.58
| false
|
2024-12-02 09:22:54
|
BR-010433
|
bridge
| 6.8
| 310.6
| 19.1
| 41.3
| 1.41
| false
|
2025-01-22 08:53:50
|
BR-015578
|
bridge
| 6.92
| 342.6
| 20.6
| 69.4
| 21.6
| false
|
2025-06-24 05:29:34
|
BR-005106
|
bridge
| 6.07
| 424.9
| 37.1
| 61.7
| 18.16
| false
|
2025-02-04 04:46:48
|
TN-011801
|
tunnel
| 3.92
| 433.6
| 34.9
| 61.1
| 26.4
| false
|
2025-06-27 15:51:51
|
TN-019786
|
tunnel
| 2.26
| 358.6
| 24
| 62.3
| 11.18
| false
|
# Nigeria Transport & Logistics – Bridge & Tunnel Sensor Data
Structural vibration, strain, temperature, humidity, stress with anomaly flags.
- **[category]** Infrastructure & Environment
- **[rows]** ~120,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | timestamp | object | | structure_id | object | | structure_type | object | | vibration_mm_s | float64 | | strain_micro | float64 | | temp_c | float64 | | humidity_pct | float64 | | stress_mpa | float64 | | anomaly | bool |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_bridge_tunnel_sensors/nigerian_transport_and_logistics_bridge_tunnel_sensors.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_bridge_tunnel_sensors')
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