littleGuagua/x_dataset_27

该数据集是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。数据由网络矿工实时更新，提供实时的推文流，适用于各种分析和机器学习任务。数据集主要包含英文内容，但也可能包含多语言内容。每个数据实例代表一条推文，包含文本、标签、标签、日期时间、编码用户名和编码URL等字段。数据集没有固定的分割，用户需要根据需求自行分割。数据集的创建遵循X的条款和服务，所有用户名和URL都经过编码以保护用户隐私。使用该数据集时需要注意潜在的偏见和限制，如数据质量、噪声、时间偏见等。数据集采用MIT许可证发布，使用时还需遵守X的使用条款。

This 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 contains English content but may also include multilingual content. Each instance represents a single tweet with fields such as text, label, hashtags, datetime, encoded username, and encoded URL. The dataset does not have fixed splits, and users should create their own splits based on their requirements. The dataset is created in compliance with Xs terms of service, and all usernames and URLs are encoded to protect user privacy. Users should be aware of potential biases and limitations, such as data quality, noise, and temporal biases, when using this dataset. The dataset is released under the MIT license and is also subject to Xs Terms of Use.