The dataset comprises data from two primary sources: Bitcoin market data and user activity data from the r/cryptocurrency subreddit. The time period covered by the dataset spans from January 1, 2021, to December 31, 2022.

Bitcoin Market Data

The Bitcoin market data includes the following metrics:

• Open: The opening price of Bitcoin recorded daily.
• High: The highest price of Bitcoin recorded daily.
• Low: The lowest price of Bitcoin recorded daily.
• Close: The closing price of Bitcoin recorded daily.
• Volume: The daily trading volume of Bitcoin.

These metrics were collected from CoinMarketCap (https://coinmarketcap.com/).

Reddit Activity Data

The Reddit activity data consists of posts and comments from the r/cryptocurrency subreddit, focusing on the most popular content. The data includes:

• Posts: 770 of the most popular posts from the specified time period, selected based on upvotes and engagement.
• Comments: 14,886 comments associated with the collected posts, representing the most popular comments in terms of upvotes and responses.

For each post, the following attributes were recorded:

• Title: The post title
• Score: The upvote score of the post or comment, indicating its popularity.
• URL: The URL of the post
• Number of comments: The total number of comments received by each post.
• Body: The text posted with the post submission
• Date: The date and time of the post submission

For each comment, the following attributes were recorded:

• Date: The date the comment was posted
• Comment: The content of the comment

The combined dataset aims to provide a comprehensive view of both market and social media activity related to Bitcoin, enabling a detailed analysis of the interplay between market dynamics and user sentiment.