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| title: ClimateLens | |
| emoji: 🌍 | |
| colorFrom: green | |
| colorTo: blue | |
| sdk: streamlit | |
| sdk_version: 1.45.1 | |
| app_file: app.py | |
| pinned: false | |
| # ClimateLens: Climate Emotion Analysis Platform | |
| A research-focused web application that analyzes climate-related emotions and discussions from social media data. Built with Streamlit, ClimateLens provides interactive visualizations and insights into how people express climate anxiety and related emotions in online spaces. | |
| ## Features | |
| - **Key Insights**: Real-time analysis of climate emotions across different demographics | |
| - **Interactive Dashboards**: Comprehensive visualization tools including: | |
| - Topic analysis (intertopic maps, heatmaps, barcharts, hierarchies) | |
| - Sentiment analysis (distributions, probability histograms, violin plots) | |
| - **Research-Grade Tools**: Transparent methodology and ethical considerations | |
| - **Accessible Design**: Built for researchers, educators, and mental health professionals | |
| ## Target Users | |
| - Students and researchers studying climate psychology | |
| - Mental health professionals working with climate anxiety | |
| - Educators teaching environmental psychology | |
| - Community leaders developing climate resilience programs | |
| ## Technical Architecture | |
| - **Framework**: Streamlit with component-based navigation | |
| - **Visualization**: Plotly for interactive charts and graphs | |
| - **Data Processing**: Pandas and NumPy for analysis | |
| - **File Management**: Dynamic visualization discovery system | |
| ## Usage | |
| The platform features a two-level navigation system: | |
| 1. **Explore**: Key insights and interactive dashboards | |
| 2. **Help & Legal**: Support, disclaimers, and terms of use | |
| Navigate through different visualization types to explore climate emotion patterns and gain insights into public climate discussions. | |
| ## Ethics & Limitations | |
| This tool is designed for research and educational purposes. It provides insights into population-level patterns but should not be used for individual diagnosis or clinical decision-making. See the built-in disclaimer for full ethical considerations. | |
| ## Contact | |
| For questions about research applications: programs@crcgreen.com |