CryptoBubbles

CryptoBubbles数据集由金融服务创新实验室创建，包含超过400种加密货币，涵盖9个交易所，跨越五年时间，包含超过两百万条推文。该数据集用于检测加密货币市场的泡沫，通过分析社交媒体上的信息和加密货币的价格动态。数据集的创建过程涉及从交易所获取加密货币价格数据，并通过Twitter API收集相关推文。CryptoBubbles数据集主要应用于预测加密货币市场的泡沫形成，帮助投资者理解市场动态和投资者行为。

The CryptoBubbles dataset was developed by the Financial Services Innovation Lab. It encompasses over 400 cryptocurrencies across 9 exchanges, spans a five-year timeframe, and contains more than 2 million tweets. This dataset is utilized for detecting cryptocurrency market bubbles through the analysis of social media data and cryptocurrency price dynamics. Its construction involves fetching cryptocurrency price data from trading exchanges and gathering relevant tweets via the Twitter API. The CryptoBubbles dataset is primarily employed to predict the emergence of cryptocurrency market bubbles, assisting investors in comprehending market dynamics and investor behavior.