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smmrokn/x_dataset_44

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Hugging Face2025-02-02 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。该数据集不断由网络矿工更新,提供了用于各种分析和机器学习任务的实时推文流。数据集以英文为主,但也可能是多语言的。数据结构包括推文本内容、标签、推文中的话题标签、发布日期、编码后的用户名和URL。该数据集适用于情感分析、趋势检测、内容分析和用户行为建模等任务。由于数据是实时收集的,因此没有固定的数据切分,用户应根据需求和数据的时间戳创建自己的切分。数据来源于遵守平台服务条款和API使用指南的公共推文,并采取了用户隐私保护措施。

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 is primarily in English but can be multilingual. The data structure includes the tweet text, label, hashtags in the tweet, the posting date, encoded username, and encoded URL. The dataset is suitable for tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. Since the data is collected 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 X, adhering to the platforms terms of service and API usage guidelines, with privacy protection measures in place.
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