zengsdfew/x_dataset_44

Bittensor Subnet 13 X（Twitter）数据集是Bittensor Subnet 13去中心化网络的一部分，包含了来自X（前Twitter）的预处理数据。这些数据由网络矿工持续更新，提供了一个实时推文流，用于各种分析和机器学习任务。数据集主要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。数据以英文为主，但由于去中心化的创建方式，也可能包含多语言内容。每个数据实例代表一条推文，包括推文内容、情感或主题标签、推文中的话题标签列表、发布日期、编码后的用户名和URL等字段。数据集不断更新，用户应根据需求和数据的时间戳创建自己的数据划分。数据来源于公共Twitter推文，遵守平台的服务条款和API使用指南。所有用户名和URL都经过编码，以保护用户隐私。使用数据时应注意潜在的偏见和局限性。

The Bittensor Subnet 13 X (Twitter) Dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). The data is continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. The dataset primarily supports tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The data is mostly in English, but may also contain multilingual content due to the decentralized way of creation. Each data instance represents a single tweet and includes fields such as the tweet content, sentiment or topic label, a list of hashtags in the tweet, the posting date, encoded username, and encoded URL. The dataset is continuously updated, and users should create their own data splits based on their requirements and the datas timestamp. The data is collected from public tweets on X (Twitter), adhering to the platforms terms of service and API usage guidelines. Usernames and URLs are encoded to protect privacy. Users should be aware of potential biases and limitations when using the data.