Nacho-kelvin/Kenya-Economic-Pulse

This data science project analyzes Kenya's GDP growth trends from 2022 to 2025, exploring key economic drivers, sectoral contributions, and future projections. Using Python, Pandas, and visualization libraries (Matplotlib/Seaborn), it processes historical GDP data, evaluates growth rates, and forecasts future trends with linear regression. # Kenya-Economic-Pulse This data science project analyzes Kenya's GDP growth trends from 2022 to 2025, exploring key economic drivers, sectoral contributions, and future projections. Using Python, Pandas, and visualization libraries (Matplotlib/Seaborn), it processes historical GDP data, evaluates growth rates, and forecasts future trends with linear regression. ## 📊 Project Overview The Kenya-Economic-Pulse project provides comprehensive economic analysis and forecasting for Kenya's GDP dynamics over a four-year period (2022-2025). ## 📈 Analysis Includes - **GDP Trend Visualization** - Historical data and forecasted projections - **Sectoral Breakdown** - Agriculture, industry, and services contributions - **Growth Rate Calculations** - Quantitative analysis of economic growth - **Time Series Decomposition** - Trend, seasonality, and residual analysis - **Correlation Analysis** - Relationships between economic sectors - **Predictive Modeling** - Linear regression forecasting ## 🎯 Project Goals Provide actionable insights for policymakers, investors, and researchers on Kenya's economic trajectory and future growth potential. ## 🛠️ Technologies - **Python** - Core programming language - **Pandas** - Data manipulation and analysis - **Matplotlib & Seaborn** - Data visualization - **Scikit-learn** - Linear regression modeling - **NumPy** - Numerical computations ## 🚀 Getting Started ### Prerequisites ```bash pip install pandas numpy matplotlib seaborn scikit-learn ``` ### Usage 1. Clone the repository 2. Install required dependencies 3. Run the analysis scripts 4. View visualizations and forecasts ## 📄 License This project is licensed under the MIT License - see the LICENSE file for details. ## 🔗 Related Links - Live Dashboard - Repository: Nacho-kelvin/Kenya-Economic-Pulse --- **Created**: June 5, 2025