artao/x_dataset_158

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。数据集主要包含英语内容，但也可能包含其他语言。每个数据实例代表一条推文，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等字段。数据集的使用需要注意潜在的偏见和限制，如数据质量、噪声、时间偏见等。数据集遵循MIT许可，并受X使用条款的约束。

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 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 in their research. The dataset has a total of 5089 instances with a date range from 2017 to 2024. The README also mentions potential biases and limitations, such as data quality variations and temporal biases due to real-time collection methods.