suul999922/x_dataset_22

Bittensor Subnet 13 X（Twitter）数据集是Bittensor Subnet 13分布式网络的一部分，包含来自X（以前称为Twitter）的预处理数据。这些数据由网络矿工持续更新，为各种分析和机器学习任务提供实时推文流。数据集以英文为主，但由于去中心化的创建方式，也可能是多语言的。它支持多种任务，如情感分析、趋势检测、内容分析和用户行为建模。每个推文实例包括文本内容、情感或主题标签、使用的标签列表、发布日期、编码后的用户名和URL等字段。数据集不断更新，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。数据集根据Twitter平台的服务条款和API使用指南从公共推文中收集，所有用户名和URL都经过编码以保护用户隐私。

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. It is primarily in English but can be multilingual due to the decentralized way of creation. The dataset supports tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. Each tweet instance includes fields like the text content, sentiment or topic label, list of hashtags used, the posting date, encoded username, and encoded URLs. The dataset is updated continuously without fixed splits, and users are expected to create their own splits based on their requirements and the timestamp of the data. The data is collected from public tweets on X, adhering to the platforms terms of service and API usage guidelines, with all usernames and URLs encoded to protect privacy.