littleGuagua/x_dataset_11

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。数据集主要包含推文内容、标签、使用的标签、发布时间、编码后的用户名和URL等信息。数据集主要用于情感分析、趋势检测、内容分析和用户行为建模等任务。数据集主要语言为英语，但也可能包含多语言内容。数据集的创建遵循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。

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 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 represents a single tweet with fields including 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 in their research. The dataset does not have fixed splits, and users should create their own based on requirements and timestamps. The source data is collected from public tweets on X (Twitter) and adheres to the platforms terms of service and API usage guidelines. Personal and sensitive information is encoded to protect user privacy. Users should be aware of potential biases and limitations such as data quality variations, noise, and temporal biases.