WSB Sentiment Analysis

Sentiment vs. stock price for TSLA over the past 120 days.
python scripts/visualize.py --date 90d --limit 1000 --stock TSLA

Sentiment vs. stock price for AAPL over the past 120 days.
python scripts/visualize.py --date 90d --limit 1000 --stock AAPL

See more in test.

Idea

I scraped posts and comments with stock ticker information from r/wallstreetbets. I used this data to perform sentiment analysis on each submission to get an average sentiment for a stock at various timeframes. I matched this up with stock/option movements to try to infer future movements.

Todo

• Refactor code
  • Any subreddit
  • Write as script and save df to output directory
• Visualize over options data
• Try inference based on WSB