Reddit post sentiment analysis

[TimKoornstra]

If a reddit post mentions a stock/coin, analyze sentiment

[StephanAkkerman]

What Reddit posts do we analyze? Options are: r/wallstreetbets, r/stocks, r/StockMarket, r/investing, r/options, r/wallstreetbets

Should we only consider posts above a certain upvote threshold or consider all hot posts?

[StephanAkkerman]

Maybe we can create a model like FinTwitBERT but specialized in Reddit posts

[StephanAkkerman]

Otherwise, we could use a free sentiment model (BORING!)

[StephanAkkerman]

Relevant datasets:

• https://huggingface.co/datasets/winddude/reddit_finance_43_250k
• https://figshare.com/articles/dataset/Wallstreetbets_Reddit_Data_10_2020_-_04_2022_/22010699
• https://www.kaggle.com/datasets/aaaaaaaaade/reddit-wallstreetbets-hype-stock-posts?select=RedditAllBigClean+%282%29.csv
• https://www.kaggle.com/datasets/thedevastator/unlocking-financial-opportunities-through-crypto
• https://www.kaggle.com/datasets/leukipp/reddit-finance-data
• https://data.mendeley.com/datasets/b6ns6d8xv3/1
• https://www.kaggle.com/datasets/wordsforthewise/wallstreetbets-subreddit-data