icedwind/x_dataset_68

该数据集是Bittensor Subnet 13去中心化网络的一部分，包含来自X（前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，适用于各种分析和机器学习任务。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。数据集主要为英文，但也可能包含多语言内容。数据集结构包括每个推文的文本、标签、使用的标签、发布日期、编码的用户名和编码的URL。数据集创建遵循X（Twitter）的服务条款和API使用指南，所有用户名和URL都经过编码以保护用户隐私。使用该数据集时需要注意潜在的社会影响和偏见，以及数据质量的局限性。

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 supports multiple tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The primary language is English, but it can be multilingual. Each data instance includes fields like text, label, tweet_hashtags, datetime, username_encoded, and url_encoded. The dataset is released under the MIT license and should be cited appropriately in research. Users should be aware of potential biases and limitations, such as data quality variations and temporal biases.