Predict when a stock (or product) might go viral by analyzing social media buzz on platforms like Reddit (e.g., r/wallstreetbets) and (Twitter although costly!), and correlating that with price data from Alpha Vantage.

Key Components:
Data Collection:
Scrape Reddit for stock mentions.
(Optionally) Scrape Twitter for additional sentiment.
Retrieve stock price data using the Alpha Vantage API.
Data Analysis & Modeling:
Preprocess text data (sentiment analysis).
Use time-series models to correlate social media sentiment/mentions with price spikes.