hshwk1983/x_dataset_13

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，提供实时的推文数据流，适用于各种分析和机器学习任务。数据集主要包含推文的文本内容、标签、使用的标签、发布时间、编码后的用户名和URL等信息。数据集是多语言的，但主要是英语。数据集的创建遵循X的API使用指南，并对用户名和URL进行了编码以保护用户隐私。用户在使用数据集时应注意可能存在的偏见和局限性，如数据质量、噪声、时间偏差等。数据集采用MIT许可证，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. Supported tasks include 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 like text, label, tweet_hashtags, datetime, username_encoded, and url_encoded. The dataset is released under the MIT license, and users should be aware of potential biases and limitations, such as data quality variations and social impact biases. Dataset statistics include total instances, date range, and last updated date, along with data distribution and top hashtags.