Mehrez20/africa-data-intelligence-dashboard

# 🌍 Africa Data Intelligence Dashboard An **interactive data analytics dashboard** exploring economic, environmental, and population trends across African countries. This project demonstrates how **data visualization, machine learning, and predictive analytics** can be combined to build a modern **data intelligence platform**. --- # 📊 Dashboard Overview The dashboard provides interactive insights into the economic and environmental indicators of several African countries including: * Tunisia * Algeria * Morocco * Egypt * Libya Users can explore **GDP evolution, population trends, CO₂ emissions, and unemployment rates** through interactive visualizations. --- # 🚀 Features ### 📈 Economic Analytics * GDP evolution over time * GDP ranking of countries * Country comparison tools ### 🌍 Interactive Maps * Geographic economic visualization * Animated map showing GDP evolution over time ### 📊 Data Visualization * Scatter plots for GDP vs CO₂ emissions * Correlation heatmaps * Interactive charts powered by Plotly ### 🤖 Machine Learning * Economic clustering using **K-Means** * Anomaly detection using **Isolation Forest** ### 🔮 AI Prediction * GDP forecasting using **Linear Regression** ### 📂 Data Exploration * Interactive dataset viewer * Multi-country comparison dashboard --- # 🛠 Technology Stack | Technology | Purpose | | ------------ | ------------------------------- | | Python | Core programming language | | Panel | Interactive dashboard framework | | Plotly | Data visualization | | Pandas | Data manipulation | | NumPy | Numerical computations | | Scikit-learn | Machine learning algorithms | --- # 📂 Project Structure ``` africa-data-intelligence-dashboard │ ├── dashboard.py ├── generate_data.py ├── data │ ├── big_dataset.csv │ ├── north_africa_data.csv │ └── tunisia_data.csv │ ├── requirements.txt └── README.md ``` --- # ⚙️ Installatio …