---
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