electricsheepafrica/nigerian_transport_and_logistics_customs_clearance

# Nigeria Transport & Logistics – Customs & Clearance

Customs outcomes, delays, and additional fees per shipment at Nigeria ports.

- **[category]** Freight & Cargo
- **[rows]** ~120,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | timestamp | object | | shipment_id | object | | port | object | | outcome | object | | delay_hours | float64 | | additional_fee_ngn | float64 |

## Usage

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

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