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verified publisher icon StephanAkkerman

Reddit post sentiment analysis

Open TimKoornstra opened this issue 4 years ago • 4 comments

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

TimKoornstra avatar Feb 10 '22 17:02 TimKoornstra

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 avatar Nov 08 '23 14:11 StephanAkkerman

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

StephanAkkerman avatar Apr 16 '24 15:04 StephanAkkerman

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

StephanAkkerman avatar Apr 16 '24 16:04 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

StephanAkkerman avatar Apr 16 '24 16:04 StephanAkkerman