LadyMia/x_dataset_14253

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实时推文流。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，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，包含推文内容、标签、话题标签、发布日期、编码后的用户名和URL。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切分。数据来源于遵守平台服务条款和API使用指南的公共推文。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，应注意潜在的社交媒体数据偏差和数据质量可能因去中心化收集和预处理而有所不同的问题。

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 may also contain multilingual content due to its decentralized creation. Each data instance represents a single tweet with fields including tweet content, label, hashtags, posting date, encoded username, and encoded URL. The dataset is continuously updated without fixed splits, and users should create their own splits based on requirements and timestamp. The data is sourced from public tweets on X, adhering to the platforms terms of service and API usage guidelines. Usernames and URLs are encoded to protect privacy. When using the dataset, users should be aware of potential biases in social media data and the variable data quality due to decentralized collection and preprocessing.