RedditBets 🚀✨

python, pandas, react, mongoDB, next.js

with the help of material.ui, chart.js, mongoose, frappe charts, Reddit API, Google Natural Langauge Processing API and more.

The ultimate sentiment analysis tool for stocks and cryptocurrencies on popular Reddit subreddits like r/wallstreetbet, r/stocks, r/investing and r/CryptoCurrency. Analyzes the sentiment surrounding popular stocks and cryptocurrencies on Reddit, letting you know whether you should buy or sell.

Link: RedditBets

Structure

• web contains the next.js app with API routes and react pages. This app uses a mixture of server side and client side rendering.
• src contains all the python scripts used for finding Reddit comments and analyzing their sentiments and magnitudes. background.py gets run every night on the server.
• data contains all of the stock and crypto symbols.