The data is extracted from r/Investing reddit thread. The next step is the apply Spacy - Named Entity Recognition (NER) to find out companies (ORG). Also find the sentiment and score associated to it for each post.
Find the occurrences of each copany and calculate average sentiment score.
This will then be used to predict stock prices and make buy/sell decisions.