TopStonks: Social Buzz and Sentiment Data from the Most Popular Crypto Forums

Because we have the largest, most complete data set from the notorious r/wallstreetbets and 4Chan /Biz back to 2019, our data has been regularly featured in the WSJ in stories in the WSJ, Forbes, and other major publications. This product includes: -API for institutional clients -Comment counts by crypto ticker -Comment sentiment analysis: deep-learning-trained using advanced ensemble modelsThe latest iteration of our product includes: Full text and metadata of every post and comment, structured and searchable: -Time: date and time to the second -Ticker: crypto 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 4CHAN POSTS: Time/Date, comment, number of child comments (if applicable) TWITCH COMMENTS: Time/Date, comment

搜集汇总

背景与挑战

背景概述

该数据集收集自2019年以来的r/wallstreetbets和4Chan /Biz等热门加密货币论坛，提供社会热议和情感分析数据，包括API接口、评论计数和基于深度学习的情感分析。最新版本包含完整的结构化帖子和评论文本与元数据，数据量达10GB，存储于PostgreSQL数据库中。