littleGuagua/x_dataset_37411

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，但也可能是多语言的，因为数据是以去中心化的方式创建的。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，并遵守平台的条款服务和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，应注意潜在的社交影响和偏见，数据质量可能因去中心化收集和预处理而有所不同，数据可能包含噪声、垃圾邮件或不相关内容。

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 tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The datasets are predominantly in English but can be multilingual due to the decentralized manner of creation. Each data instance represents a single tweet with fields including the tweet content, label, hashtags, posting date, encoded username, and encoded URLs. The dataset is continuously updated without fixed splits, and users should create their own splits based on their requirements and the datas timestamp. The data is sourced from public tweets and adheres to the platforms terms of service and API usage guidelines. Usernames and URLs are encoded to protect privacy. When using the data, one should be aware of potential social impact and biases, and data quality may vary due to the decentralized nature of collection and preprocessing. The dataset may contain noise, spam, or irrelevant content typical of social media platforms.