momo1942/x_dataset_142

该数据集是Bittensor Subnet 13去中心化网络的一部分，包含来自X（前身为Twitter）的预处理数据。数据由网络矿工持续更新，提供实时的推文流，适用于各种分析和机器学习任务。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。数据集结构包括推文文本、标签、推文标签、日期时间、编码用户名和编码URL等字段。数据集主要使用英语，但也可能包含多语言内容。数据集创建时遵循了X的条款和API使用指南，并对用户名和URL进行了编码以保护用户隐私。用户在使用数据集时应注意潜在的社会影响和偏见，以及数据质量的局限性。数据集在MIT许可下发布，并提供了引用信息。

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 supports multiple tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The primary language is English, but it can be multilingual. Each data instance represents a single tweet with fields like text, label, tweet_hashtags, datetime, username_encoded, and url_encoded. The dataset is released under the MIT license, and users are encouraged to cite it appropriately. The dataset has certain limitations such as potential biases, data quality variations, and temporal biases. The dataset statistics include total instances, date range, and last updated date, along with data distribution and top hashtags.