littleGuagua/x_dataset_130

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。数据集的主要语言为英语，但也可能包含多语言内容。数据集结构包括推文内容、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的条款和服务，并保护用户隐私。使用该数据集时需注意可能存在的偏见和限制，如数据质量、噪声、时间偏差等。数据集发布在MIT许可证下，并提供了引用信息。

The Bittensor Subnet 13 X (Twitter) Dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). The dataset is continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. The primary tasks supported include sentiment analysis, trend detection, content analysis, and user behavior modeling. The dataset is primarily in English but can be multilingual. Each data instance represents a single tweet with fields such as text, label, tweet_hashtags, datetime, username_encoded, and url_encoded. The dataset is released under the MIT license, and users are encouraged to cite it appropriately when using it in research. The dataset does not have fixed splits, and users should create their own based on requirements. Considerations for using the data include potential biases and limitations.