To Run this App

https://viditjain12-toxicityanalyzer-app-mer3k6.streamlit.app/

Reddit Guard

A tool to analyze the toxicity levels of Reddit communities and help users make informed decisions about joining them.

Features

• Fetch and analyze posts and comments from any Reddit subreddit
• Calculate toxicity scores using advanced NLP models
• Generate visualizations of toxicity trends
• Provide detailed insights about community behavior
• User-friendly web interface

Setup

1. Clone this repository
2. Install dependencies:

   pip install -r requirements.txt

3. Create a .env file with your Reddit API credentials:

   REDDIT_CLIENT_ID=your_client_id
   REDDIT_CLIENT_SECRET=your_client_secret
   REDDIT_USER_AGENT=your_user_agent
   

Usage

1. Run the Streamlit app:

   streamlit run app.py

2. Enter a subreddit name in the interface
3. View toxicity analysis and insights

Project Structure

• app.py: Main Streamlit application
• reddit_scraper.py: Reddit data collection module
• toxicity_analyzer.py: NLP-based toxicity analysis
• utils.py: Helper functions
• models/: Pre-trained models and model-related code