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ExchangeListings
ExchangeListings
 
 
LabelledData
LabelledData
 
 
incomplete_data
incomplete_data
 
 
README.md
README.md
 
 
daytrading_comments.csv
daytrading_comments.csv
 
 
daytrading_comments.jsonl
daytrading_comments.jsonl
 
 
daytrading_features_labels.csv
daytrading_features_labels.csv
 
 
daytrading_submission.csv
daytrading_submission.csv
 
 
daytrading_submission.jsonl
daytrading_submission.jsonl
 
 
dividends_comments.csv
dividends_comments.csv
 
 
dividends_comments.jsonl
dividends_comments.jsonl
 
 
dividends_features_labels.csv
dividends_features_labels.csv
 
 
dividends_submission.csv
dividends_submission.csv
 
 
dividends_submission.jsonl
dividends_submission.jsonl
 
 
economy_comments.csv
economy_comments.csv
 
 
economy_comments.jsonl
economy_comments.jsonl
 
 
economy_features_labels.csv
economy_features_labels.csv
 
 
economy_submission.csv
economy_submission.csv
 
 
economy_submission.jsonl
economy_submission.jsonl
 
 
future_daytrading_comments.csv
future_daytrading_comments.csv
 
 
future_daytrading_submission.csv
future_daytrading_submission.csv
 
 
future_dividends_comments.csv
future_dividends_comments.csv
 
 
future_dividends_submission.csv
future_dividends_submission.csv
 
 
future_economy_comments.csv
future_economy_comments.csv
 
 
future_economy_submission.csv
future_economy_submission.csv
 
 
future_investing_comments.csv
future_investing_comments.csv
 
 
future_investing_submission.csv
future_investing_submission.csv
 
 
future_options_comments.csv
future_options_comments.csv
 
 
future_options_submission.csv
future_options_submission.csv
 
 
future_securityanalysis_comments.csv
future_securityanalysis_comments.csv
 
 
future_securityanalysis_submission.csv
future_securityanalysis_submission.csv
 
 
future_stockmarket_comments.csv
future_stockmarket_comments.csv
 
 
future_stockmarket_submission.csv
future_stockmarket_submission.csv
 
 
future_stocks_comments.csv
future_stocks_comments.csv
 
 
future_stocks_submission.csv
future_stocks_submission.csv
 
 
investing_comments.csv
investing_comments.csv
 
 
investing_comments.jsonl
investing_comments.jsonl
 
 
investing_features_labels.csv
investing_features_labels.csv
 
 
investing_submission.csv
investing_submission.csv
 
 
investing_submission.jsonl
investing_submission.jsonl
 
 
options_comments.csv
options_comments.csv
 
 
options_comments.jsonl
options_comments.jsonl
 
 
options_features_labels.csv
options_features_labels.csv
 
 
options_submission.csv
options_submission.csv
 
 
options_submission.jsonl
options_submission.jsonl
 
 
securityanalysis_comments.csv
securityanalysis_comments.csv
 
 
securityanalysis_comments.jsonl
securityanalysis_comments.jsonl
 
 
securityanalysis_features_labels.csv
securityanalysis_features_labels.csv
 
 
securityanalysis_submission.csv
securityanalysis_submission.csv
 
 
securityanalysis_submission.jsonl
securityanalysis_submission.jsonl
 
 
stockmarket_comments.csv
stockmarket_comments.csv
 
 
stockmarket_comments.jsonl
stockmarket_comments.jsonl
 
 
stockmarket_features_labels.csv
stockmarket_features_labels.csv
 
 
stockmarket_submission.csv
stockmarket_submission.csv
 
 
stockmarket_submission.jsonl
stockmarket_submission.jsonl
 
 
stocks_comments.csv
stocks_comments.csv
 
 
stocks_comments.jsonl
stocks_comments.jsonl
 
 
stocks_features_labels.csv
stocks_features_labels.csv
 
 
stocks_submission.csv
stocks_submission.csv
 
 
stocks_submission.jsonl
stocks_submission.jsonl
 
 

README.md

Data Description

We have collected data from the following finance related subreddits from 1st January 2014 to 1st January 2021 using the PRAW API.

Subreddits

  • daytrading
  • dividents
  • wallstreetbets
  • economy
  • globalmarkets
  • investing
  • securityanalysis
  • stockmarket
  • stocks

For each of the above subreddits we have two csv files one for submissions and one for comments. You will find these files in the data folder.

Headers for the submission csv:

  • name: Fullname of the submission.
  • text: Text of the submission.
  • score: Number of upvotes on the submission.
  • upvote_ratio: The percentage of upvotes from all votes on the submission.
  • created_utc: Time the submission was created, represented in Unix Time.

Headers for the comments csv:

  • submission_name: Full name of the submission (post).
  • id: The ID of the comment.
  • text: The comment text.
  • score: Number of upvotes on the comment.
  • created_utc: Time the comment was created, represented in Unix Time.