BaoNhan/VNExpress_News_11_Categories

该数据集包含从2019年至2025年期间从VnExpress收集的超过401,160篇越南语新闻文章，分为11个主题。它专为文本分类和自然语言处理（NLP）研究设计。数据集已经过清洗，重点关注“标题”和“文本”列：去除了重复文章、排除了不相关或损坏的数据点，并删除了“标题”或“文本”为空、NaN或仅包含空白字符的行。数据集的其他列（如作者、日期、描述、URL）可能仍包含缺失或未规范化的数据，建议用户在使用前进行彻底的探索性数据分析（EDA）。数据集包含以下列：category（类别标签）、date（发布日期）、title（文章标题）、description（简短摘要）、text（完整文章内容）、author（作者姓名）、url（原始文章链接）。类别映射包括旅行、教育、娱乐、商业、法律、健康、世界、体育、政治、汽车和生活方式等11个主题。数据集以Parquet格式发布，适用于性能优化和存储。

This dataset contains over 401,160 Vietnamese news articles collected from VnExpress during 2019–2025, categorized into 11 topics. It is designed for text classification and NLP research. The dataset has been cleaned, focusing on the title and text columns: duplicate articles have been removed, irrelevant or corrupted data points excluded, and rows where title or text were empty, NaN, or contained only whitespace have been deleted. Other columns (author, date, description, url) may still contain missing or unnormalized data, and users are encouraged to perform thorough EDA on these columns before use. The dataset includes the following columns: category (topic label), date (publication date), title (article title), description (short summary), text (full article content), author (author name), and url (original article link). Category mapping covers 11 topics: Travel, Education, Entertainment, Business, Law, Health, World, Sports, Politics, Automotive, and Lifestyle. The dataset is released in Parquet format, optimized for performance and storage.