wolfghost/x_dataset_107

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，为各种分析和机器学习任务提供了实时的推文流。数据集支持多种任务，如情感分析、趋势检测、内容分析和用户行为建模等。数据集主要是英文的，但由于去中心化的创建方式，也可能是多语言的。每个数据实例代表一条推文，包含推文内容、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数据分割。数据来源于公共推文，遵循平台的服务条款和API使用指南。为保护用户隐私，所有用户名和URL都进行了编码。使用数据时，应注意潜在的偏差和局限性。

The Bittensor Subnet 13 X (Twitter) Dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). These data are continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. The dataset supports multiple tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The dataset is primarily in English, but due to decentralized creation methods, it may also be multilingual. Each data instance represents a single tweet and includes fields such as the tweet content, label, list of hashtags used, posting date, 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 data timestamp. The data is collected from public tweets in accordance with the platforms terms of service and API usage guidelines. Usernames and URLs are encoded to protect user privacy. When using the data, potential biases and limitations should be considered.