TopStonks, Full Set: Social Buzz, Sentiment, and Raw Data from the Most Popular Stock AND Crypto Forums

Because we have the largest, most complete data set from the notorious r/wallstreetbets (and 4Chan's /Biz) back to 2019, our data has been regularly featured in the WSJ in stories in the WSJ, Forbes, and other major publications. The latest iteration of our product includes: -API for institutional clients -Crypto -Sentiment analysis: deep-learning-trained using advanced ensemble models Full text and metadata of every post and comment, structured and searchable: -User: u/user on Reddit (with upvotes) -Time: date and time to the second -Text: full body of comment/post -Ticker: stock ticker -Mentions: each time ticker is referenced -Comments: each comment in which ticker is referenced -Posts: posts referencing ticker (highest level) DATA: 10 GB of comment data STORAGE: Housed in a PostgreSQL database REDDIT POSTS: User, Time/Date, Number of comments, type of post, text, score REDDIT COMMENTS: Reddit u/ of the comment/post, date/time, text/body, the comment score, the post that the comment was linked to, and all the associated relational data 4CHAN POSTS: Time/Date, comment, number of child comments (if applicable)

搜集汇总

背景与挑战

背景概述

该数据集收集了自2019年以来来自r/wallstreetbets和4Chan的/Biz等热门股票和加密货币论坛的社交讨论、情感分析及原始数据，包含完整的帖子和评论文本、元数据以及基于深度学习的情感分析。数据量达10GB，存储于PostgreSQL数据库，涵盖用户、时间、股票代码等结构化信息，并支持API访问，适用于机构客户。