futuremoon/x_dataset_29

Bittensor子网13 X（Twitter）数据集是Bittensor子网13去中心化网络的一部分，包含了来自X（前Twitter）的预处理数据。该数据集由网络矿工持续更新，为各种分析和机器学习任务提供实时的推文流。数据集主要支持的任务包括情感分析、趋势检测、内容分析和用户行为建模等。数据集以英文为主，但也可能是多语言的，因为它是去中心化创建的。每个数据实例代表一条推文，包含推文内容、情感或主题标签、推文中的话题标签列表、发布日期、编码后的用户名和编码后的URL等字段。由于数据是实时更新的，因此没有固定的数据划分，用户应根据需求和数据的时间戳创建自己的数据划分。数据来源于公共Twitter推文，并遵守平台的服务条款和API使用指南。所有用户名和URL都经过编码以保护用户隐私。使用数据时，应注意潜在的偏见和局限性。

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 primarily supports tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The datasets are mostly in English but can be multilingual due to decentralized creation. Each data instance represents a single tweet and includes fields such as the tweet content, sentiment or topic label, a list of hashtags in the tweet, the post date, encoded username, and encoded URL. Since the data is updated in real-time, there are no fixed data splits, and users should create their own splits based on their requirements and the data timestamp. The data is sourced from public tweets on Twitter, adhering to the platforms terms of service and API usage guidelines. All usernames and URLs are encoded to protect user privacy. When using the data, potential biases and limitations should be considered.