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