air-quality-dashboard

🌱 Air Quality Dashboard - Real Data for a Sustainable Future

Advanced air quality monitoring using real environmental data to support sustainability and environmental science

GitHub Pages Python Data Sustainability

🚀 Live Demo

🌐 Main Dashboard: https://civcell.github.io/air-quality-dashboard/
🤖 Advanced Features: https://civcell.github.io/air-quality-dashboard/ml_showcase.html

🌍 About This Project

I’m passionate about sustainability and environmental science. This dashboard uses real air quality data that I collect from environmental monitoring stations, government APIs, and weather services around the world. It’s not fake data - it’s actual pollution measurements that help us understand our environment better!

♻️ Why Air Quality Matters for Sustainability

📊 Real Data Sources

🔍 Where the Data Comes From

📈 Data Collection Process

  1. Automated Scraping: Collect data every hour from multiple sources
  2. Data Validation: Check for accuracy and consistency
  3. Real-time Updates: Keep information current and relevant
  4. Quality Control: Ensure reliable measurements

🧠 Smart Analysis Features

🔮 Predictive Analytics

🚨 Anomaly Detection

🎯 Data Insights

🛠️ Technology & Tools

Backend & Data Processing

Smart Analysis (AI/ML)

Visualization & Web Interface

📁 Project Structure

air-quality-dashboard/
├── 📊 static_dashboard.html      # Main dashboard (GitHub Pages)
├── 🤖 ml_showcase.html          # Advanced AI features
├── 🐍 ml_enhanced_dashboard.py  # Full Python dashboard
├── 📋 requirements_ml.txt        # Python dependencies
├── 🚀 launch_dashboard.py       # Quick launch script
├── 📖 README.md                 # Project documentation
└── 📚 DEPLOYMENT.md             # How to deploy

🚀 Quick Start

1. View Online (Easiest)

Simply visit: https://civcell.github.io/air-quality-dashboard/

2. Run Locally (For Developers)

# Clone the project
git clone https://github.com/civcell/air-quality-dashboard.git
cd air-quality-dashboard

# Setup Python environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
pip install -r requirements_ml.txt

# Run the dashboard
python ml_enhanced_dashboard.py

📊 What You’ll See

🌡️ Real-time Monitoring

🗺️ Geographic Visualization

📈 Smart Analysis

🌱 Sustainability Applications

🏥 Public Health

🏭 Environmental Monitoring

🏠 Urban Planning

🌍 Climate Research

🎯 Who This Helps

👥 General Public

🏛️ Policy Makers

🔬 Researchers

🏢 Businesses

🌟 My Sustainability Goals

🌍 Environmental Awareness

🔬 Scientific Research

♻️ Sustainable Solutions

🌱 Green Technology

📚 Learning Resources

🌱 Sustainability & Environment

🔬 Air Quality Science

💻 Technology & Data

🤝 Contributing

I welcome contributions from anyone interested in sustainability and environmental science!

How You Can Help

  1. Report Issues: Find bugs or suggest improvements
  2. Add Data Sources: Help collect more environmental data
  3. Improve Visualizations: Make the dashboard more user-friendly
  4. Documentation: Help explain complex concepts simply
  5. Sustainability Ideas: Suggest new environmental features

Getting Started

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Make your changes and test them
  4. Commit with a clear message (git commit -m 'Add amazing feature')
  5. Push to your branch (git push origin feature/amazing-feature)
  6. Open a Pull Request

📄 License

This project is open source and available under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

📞 Contact & Support

🎉 Show Your Support

If this project helps you understand air quality and sustainability better, please give it a ⭐️ star on GitHub!

🌍 Sustainability Commitment

This project is built with sustainability in mind:

**Built with ❤️ by civcell 🌱 Committed to Sustainability 🌍 Real Data for a Better Future**
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