kimbuja/x_dataset_20

Bittensor Subnet 13 X (Twitter) 数据集是Bittensor Subnet 13去中心化网络的一部分，包含来自X（前Twitter）的预处理数据。该数据集不断由网络矿工更新，提供实时推文流，用于各种分析和机器学习任务。数据集以英文为主，但也可能是多语言的。支持的任务包括情感分析、趋势检测、内容分析和用户行为建模等。每个数据实例代表一条推文，包括推文内容、标签、使用的标签列表、发布日期、编码后的用户名和URL。数据集持续更新，没有固定的分割，用户应根据需求和数据的时间戳创建自己的分割。数据来源于公共推文，遵循平台的服务条款和API使用指南，并对用户名和URL进行编码以保护隐私。

The Bittensor Subnet 13 X (Twitter) Dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). The dataset is continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. The datasets are primarily in English but can be multilingual due to the decentralized nature of creation. Supported tasks include sentiment analysis, trend detection, content analysis, and user behavior modeling. Each data instance represents a single tweet, including the tweet content, label, list of hashtags used, the date when the tweet was posted, encoded username, and encoded URL. The dataset is continuously updated without fixed splits, and users should create their own splits based on their requirements and the datas timestamp. The data is sourced from public tweets, adhering to the platforms terms of service and API usage guidelines, with usernames and URLs encoded to protect privacy.