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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 |