This is a lexicon-based sentiment analysis tool that is specifically attuned to sentiments expressed in reddit.
- Scrape Comments from reddit
- Get top 10 most mentioned financial products
- Sentiment analysis of comments
- Visualization of the results
CLIENT_ID- a client_id from valid reddit account with a developer application setup.CLIENT_SECRET- a client_secret from that developer application setup for the reddit account.
/app- source directory/evaluate- steps to evaluation/External Libraries/site-packages/textblob/en/en-sentiment.xml- standard sentiment lexicon (Must be replaced by "en-sentiment.xml" from the directory)
- matplotlib==3.4.2
- nltk==3.6.3
- numpy==1.21.0
- praw==7.3.0
- textblob==0.16.0
- psaw==0.1.0
##Requirements
- python >= 3.9
Erdem Bedel