electricsheepafrica/nigerian_transport_and_logistics_subscription_loyalty

# Nigeria Transport & Logistics – Subscription & Loyalty

Customer subscription tier, shipments, points and activity status.

- **[category]** Customer & Service
- **[rows]** ~100,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | customer_id | object | | subscription_start | object | | tier | object | | shipments_year | int64 | | loyalty_points | int64 | | active | bool |

## Usage

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

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