momo1942/x_dataset_33945

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，提供了实时推文流，用于各种分析和机器学习任务。数据集主要用于文本分类、命名实体识别、问答、摘要和文本生成等任务。数据以英语为主，但也可能是多语言的。每个数据实例代表一条推文，包括文本内容、标签、推文中的话题标签、发布日期和编码的用户名及URL。该数据集不断更新，没有固定的数据划分，用户应根据需求和数据的时间戳创建自己的数据划分。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。使用数据时应考虑潜在的社交影响和偏见，以及数据质量、噪声、垃圾内容、时间偏差等局限性。

The Bittensor Subnet 13 X (Twitter) Dataset is a 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 is mainly used for tasks such as text classification, named entity recognition, question-answering, summarization, and text generation. The data is primarily in English but can also be multilingual. Each data instance represents a single tweet, including the text content, label, hashtags in the tweet, the posting date, and encoded usernames and 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, adhering to the platforms terms of service and API usage guidelines, with usernames and URLs encoded to protect privacy. Users should be aware of potential social impact and biases, as well as limitations such as data quality, noise, spam, temporal biases, and the exclusion of private accounts or direct messages.