GotThatData/kraken-trading-data

该数据集包含从Kraken交易所收集的加密货币交易数据，包括主要加密货币对的实时价格、交易量和订单簿数据。数据集涵盖了比特币、以太坊、瑞波币、卡尔达诺、狗狗币、币安币、索拉纳、波卡、多边形和莱特币等交易对。数据字段包括时间戳、交易对标识符、最后交易价格、24小时交易量、最佳买入价、最佳卖出价、24小时最低价、24小时最高价、成交量加权平均价格和交易数量。数据集分为训练、验证和测试集，分别包含1000、200和200个数据点。数据收集过程使用Kraken的公共API，每2秒收集一次数据，自动处理API速率限制，并进行数据验证和清理。

This dataset contains cryptocurrency trading data collected from the Kraken exchange, including real-time price, volume, and order book data. Major trading pairs include Bitcoin/USD, Ethereum/USD, Ripple/USD, etc. Data fields include timestamp, pair identifier, last traded price, 24h trading volume, best bid/ask prices, 24h low and high prices, volume-weighted average price, and number of trades. The dataset is divided into training, validation, and test sets with varying numbers of data points. Data collection frequency is one data point every 2 seconds, with automatic handling of API rate limits, comprehensive error logging, and data validation.