STOCKAI

A web app that analyzes trending stocks on Reddit and provides live sentiment analysis using machine learning.

Features

• Fetches trending stocks from Reddit (r/wallstreetbets)
• Analyzes sentiment of posts mentioning each stock
• Displays trending stocks with sentiment bars
• Search for any stock ticker and get live Reddit sentiment

Getting Started

1. Install dependencies:

   pip3 install -r requirements.txt

2. Set up Reddit API credentials (see below)
3. Run the app:

   python3 app.py

4. Visit http://127.0.0.1:5010

Reddit API Setup

• Get credentials at https://www.reddit.com/prefs/apps
• Set environment variables:
  • REDDIT_CLIENT_ID
  • REDDIT_CLIENT_SECRET
  • REDDIT_USER_AGENT

Notes

• Uses VADER sentiment for fast prototyping (can upgrade to transformers later)
• For demo/learning purposes only

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Built with Flask, Reddit API, and ML sentiment analysis.