icedwind/x_dataset_16

该数据集是Bittensor Subnet 13去中心化网络的一部分，包含来自X（前身为Twitter）的预处理数据。数据由网络矿工持续更新，提供实时的推文流，适用于多种分析和机器学习任务。数据集的结构包括每个推文的文本、标签、使用的标签、发布时间、编码的用户名和编码的URL。数据集的创建遵循X的服务条款和API使用指南，所有用户名和URL都被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、时间偏差等。数据集发布在MIT许可下，使用还需遵守X的使用条款。

The Bittensor Subnet 13 X (Twitter) 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 is primarily in English but can be multilingual due to decentralized ways of creation. It includes fields such as tweet text, sentiment or topic label, hashtags, datetime, encoded username, and encoded URLs. The dataset is released under the MIT license and adheres to Xs terms of service. Users should be aware of potential biases and limitations, such as data quality variations and temporal biases.