suul999922/x_dataset_17

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。数据集主要是英文，但由于去中心化的创建方式，也可能是多语言的。每个数据实例代表一条推文，包括推文内容、情感或主题标签、使用的 hashtags 列表、发布日期、编码后的用户名和编码后的 URL。数据集不断更新，没有固定的划分，用户应根据需求和数据的时间戳创建自己的划分。数据来源于公共推文，遵循平台的服务条款和API使用指南，并对用户名和URL进行编码以保护用户隐私。数据集可能在质量、噪音、时效性、隐私和代表性方面存在局限性。

The Bittensor Subnet 13 X (Twitter) Dataset is a 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 primarily supports tasks such as sentiment analysis, trend detection, content analysis, and user behavior modeling. The datasets are mostly in English, but due to the decentralized way of creation, they can also be multilingual. Each data instance represents a single tweet, including the content of the tweet, sentiment or topic label, a list of hashtags used, the date when the tweet was posted, an encoded version of the username, and an encoded version of any URLs included. 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, with usernames and URLs encoded to protect privacy. The dataset may have limitations in terms of quality, noise, timeliness, privacy, and representativeness.