Real-Time Philippine National Government Debt

Overview

This project involves developing a machine learning model using skforecast, Random Forest Regressor, and dead reckoning to estimate the real-time total national debt (both domestic and external) of the Philippine government based on historical data.

Dataset Source: Open Data Portal by BetterGov.ph

NOTE: The Bureau of the Treasury hasn't even officially released the figures for the year 2025.

Dependencies

• Python 3.11+
• Scikit-learn (1.8.0)

Future Work

• Enhance model selection with automated hyperparameter tuning.
• Expand visualization options on the website (interactive charts, dashboards).
• Integrate API endpoints for external data access.

License

This project is licensed under the MIT License. See LICENSE file for details.