kimbuja/x_dataset_7

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。该数据集由网络矿工持续更新，提供了实时的推文流，用于各种分析和机器学习任务。数据集主要包含英文数据，但由于去中心化的创建方式，也可能包含多语言数据。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。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。该数据集不断更新，没有固定的数据切分，用户应根据需求和数据的时间戳创建自己的数据切分。数据来源于公共推文，遵守平台的服务条款和API使用指南，对用户名和URL进行编码以保护隐私。

The Bittensor Subnet 13 X (Twitter) Dataset is a part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). This dataset is continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. The dataset primarily includes English data but may also contain multilingual data due to the decentralized manner of creation. It supports a variety of tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. Each data instance represents a single tweet with fields including the tweet content, label, list of hashtags used, the date when the tweet was posted, encoded username, and encoded URLs. The dataset is continuously updated without fixed splits, and users should create their own splits based on requirements and the timestamp of the data. 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.