Okelo123/Kenya-Revenue-Authority-Forecast-Report

# Kenya Revenue Authority - Revenue Forecast Report 📊🇰🇪 This project is a **Streamlit web application** that provides interactive forecasting and analysis of Kenya Revenue Authority (KRA) metrics such as tax collection, compliance rate, VAT, customs duties, and digital services tax. It uses machine learning and time-series forecasting models to project future trends and provide actionable insights. --- ## 🚀 Live Demo 👉 Try the App Here --- ## 📸 Screenshot --- ## ✨ Features - 📈 Forecasts revenue collection trends (e.g., Corporate Tax, VAT, Customs Duties). - 🧮 Supports multiple models (Prophet, ARIMA, Holt-Winters). - 📊 Interactive visualization with confidence intervals. - 🏛 Useful for policymakers, researchers, and financial analysts. - 🔮 Predicts **Taxpayer Growth**, **Compliance Rates**, and **Digital Services Tax** revenue. --- ## 🛠 Tech Stack - Python - Streamlit - Prophet - Statsmodels - Pandas & Numpy - Matplotlib & Plotly --- ## 📂 Installation & Setup 1. Clone this repository ```bash git clone github.com cd kenya-revenue-authority-forecast-report Create and activate a virtual environment bash Copy Edit python -m venv venv source venv/bin/activate # On Windows: venv\Scripts\activate Install dependencies bash Copy Edit pip install -r requirements.txt Run the Streamlit app bash Copy Edit streamlit run app.py 📊 Example Forecasts Revenue projections up to 2030 VAT growth analysis Compliance rate improvements Impact of digital economy on taxation 🤝 Contributing Contributions are welcome! Feel free to fork this repo and submit a pull request. 📜 License This project is licensed under the MIT License. 🌍 Author Developed with ❤️ in Kenya 🇰🇪 By Dev JUMA