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gk4u/x_dataset_218

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Hugging Face2025-02-27 更新2025-08-30 收录
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资源简介:
Bittensor Subnet 13 X (Twitter) 数据集是Bittensor Subnet 13去中心化网络的一部分,包含了来自X(前Twitter)平台的预处理数据。这些数据由网络矿工持续更新,提供了实时的推文流,用于各种分析和机器学习任务。数据集以英语为主,但也可能是多语言的。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等。每个数据实例代表一条推文,包含推文内容、标签、话题标签、发布日期、编码后的用户名和URL等字段。该数据集不断更新,没有固定的数据划分,用户需要根据需求和数据的时间戳来创建自己的数据划分。数据来源于公共推文,并遵循平台的条款和API使用指南。所有用户名和URL都经过编码以保护用户隐私。使用数据时需要注意潜在的社会影响和偏见。

The Bittensor Subnet 13 X (Twitter) Dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). These data are continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. The dataset is primarily in English but can be multilingual. It supports a variety of tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. Each data instance represents a single tweet, including fields for the tweet content, label, hashtags, posting date, encoded username, and encoded URL. The dataset is continuously updated without fixed splits, and users should create their own splits based on their requirements and the datas timestamp. The data is sourced from public tweets and adheres to the platforms terms of service and API usage guidelines. Usernames and URLs are encoded to protect privacy. When using the data, potential social impact and biases should be considered.
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