About RSTAT (beta)

What is this?

RSTAT (Reddit Stock Analysis Tool) is an automated data pipeline that scans popular financial communities on Reddit to identify and analyze trending stock tickers. It provides a daily and weekly snapshot of the most discussed stocks, their social sentiment, and key financial data.

How does it work?

• A scraper runs on a schedule to read new posts and comments from a predefined list of subreddits.
• A sentiment analyzer scores each mention as Bullish, Bearish, or Neutral using a natural language processing model.
• A data fetcher enriches the ticker data with the latest closing price and market capitalization from Yahoo Finance.
• All data is stored in a local SQLite database.
• This web dashboard reads from the database to provide a clean, interactive visualization of the results.

Supporting the Project

RSTAT is a soon-to-befree and open-source project. To ensure the dashboard remains fast and reliable, it is hosted on a small virtual server with running costs of approximately $6 per month. And about $30 per year for he domain. If you find this tool useful, donations are gratefully accepted via Dogecoin (DOGE).