A machine learning project predicting bilateral trade flows between countries using economic indicators, geographic factors, and policy variables.
- Linear regression model with 7 key predictors
- pycountry integration for ISO 3166-1 alpha-3 country code normalization
- Comprehensive data preprocessing and country code validation
- Professional visualization suite
- Detailed trade pair predictions
- Statistical validation and model interpretation
The plots below summarize the trade flow distribution and top trading pairs with ISO country codes.
pip install -r requirements.txt
python global_trade_model.py