hshwk1983/x_dataset_59

该数据集是Bittensor Subnet 13去中心化网络的一部分，包含从X（前身为Twitter）收集的预处理数据。数据持续更新，适用于多种分析和机器学习任务。数据集包含推文的主要字段，如文本、标签、标签、日期时间、编码用户名和编码URL。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。数据集主要包含英语内容，但也可能包含多语言内容。数据集的结构包括数据实例、数据字段和数据分割。数据集的创建遵循X的条款和服务，并保护用户隐私。使用数据集时需注意潜在的社会影响和偏见，以及数据质量的局限性。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 a decentralized network and contains preprocessed data from X (formerly Twitter). The data is continuously updated by network miners, providing a real-time stream of tweets suitable for various analytical and machine learning tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The dataset is primarily in English but can be multilingual. Each tweet instance includes fields like text, label, tweet_hashtags, datetime, username_encoded, and url_encoded. The dataset is released under the MIT license, and users are advised to be aware of potential biases and limitations, such as data quality variations and social impact biases. The dataset does not include personal or sensitive information, and all usernames and URLs are encoded to protect privacy.