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futuremoon/x_dataset_13

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Hugging Face2025-01-27 更新2025-02-15 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)的预处理数据。这些数据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推文流。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。数据集主要是英文,但由于创建方式的去中心化,也可能包含多语言内容。每个数据实例代表一条推文,包含推文内容、标签、使用的标签列表、发布日期、编码后的用户名和URL。数据集不断更新,没有固定的分割,用户应根据需求和数据的时间戳创建自己的分割。数据来源于公共推文,遵守平台的服务条款和API使用指南,所有用户名和URL都进行了编码以保护用户隐私。数据集在MIT许可下发布。

The Bittensor Subnet 13 X (Twitter) Dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). The data is continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. The dataset supports tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The datasets are primarily in English but may contain multilingual content due to the decentralized nature of creation. Each data instance represents a single tweet with fields including the tweet content, label, list of hashtags used, the date of posting, encoded username, and encoded URLs. The dataset is continuously updated without fixed splits, and users should create their own splits based on requirements and timestamps. The data is sourced from public tweets, adhering to the platforms terms of service and API usage guidelines, with all usernames and URLs encoded to protect privacy. The dataset is released under the MIT license.
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