jonnahjr/Solar-Radiation-Analysis

A project to analyze solar radiation data from Benin, Sierra Leone, and Togo to identify high-potential regions for solar installations. The analysis includes exploratory data analysis (EDA), statistical insights, and visualizations, aimed at supporting sustainable energy solutions. # 🌞 Solar Radiation Analysis A comprehensive project analyzing solar radiation data from **Benin**, **Sierra Leone**, and **Togo**. This analysis identifies high-potential regions for solar installations, offering insights through exploratory data analysis (EDA), statistical summaries, and interactive visualizations. --- ## ☀️ Solar Radiation Analysis Dashboard 🌍 An interactive, Streamlit-powered dashboard for analyzing solar radiation and related environmental factors. The app allows exploration of preloaded datasets or uploading custom CSV files for analysis. --- ### 🌟 Preview #### 📺 Video Overview Watch a walkthrough of the dashboard in action: #### 📸 Screenshots --- ## 🚀 Features - **📊 Data Visualization**: Interactive plots for solar radiation trends and patterns. - **📈 Time Series Analysis**: Monthly averages and long-term trend analysis. - **📉 Correlation Analysis**: Heatmaps showing variable relationships. - **🌬️ Wind Analysis**: Visualize wind speed and directional distributions. - **📂 Upload Custom Data**: Analyze custom CSV files dynamically. - **💻 User-Friendly Interface**: Streamlined design with responsive visuals. --- ## 📂 Project Structure ```plaintext Solar-Radiation-Analysis/ ├── src/ │ ├── data_processing.py # Core data processing functions │ └── visualizations.py # Functions for generating visualizations ├── data/ │ ├── benin-malanville.csv # Sample dataset for Benin │ ├── sierraleone-bumbuna.csv # Sample dataset for Sierra Leone │ └── togo-dapaong_qc.csv # Sample dataset for Togo ├── app/ │ └── main.py # Streamlit application entry point ├── assets/ │ └── dashboard-preview.png # Screenshots and visuals ├── resources/ │ ├── dashboard-demo.mp4 # Demo video of the dashboard │ ├── dashboard-interface.png # Main dashboard screenshot │ ├── correlation-heatmap.png # Heatmap visualization screenshot │ └── wind-analysis.png # Wind analysis visualizatio …