rangeva/financial-news-dataset

--- license: other license_name: other license_link: https://github.com/Webhose/free-news-datasets/blob/master/tou.MD task_categories: - text-classification pretty_name: Webz.io News Dataset Repository size_categories: - 100M<n<1B --- # Webz.io Financial News Dataset Repository https://github.com/Webhose/financial-news-dataset ## Introduction Welcome to the [Webz.io](https://webz.io) Financial News Dataset Repository! This repository is created by [Webz.io](https://webz.io) and is dedicated to providing free datasets of publicly available news articles categorized as financial news. We release new datasets weekly, each containing around 1,000 news articles focused on various financial topics. The data is created by running the following query against Webz.io open web repository: ```topic:"Financial and Economic News" language:english``` with a random sentiment filter of positive or negative. To get ongoing free access to online news data, you can use Webz.io's free [News API](https://webz.io/products/news-api#lite) Lite. ## Dataset Overview - **Weekly Releases:** New dataset available every week. - **Thematic Focus:** Datasets based on financial themes. - **Rich Metadata:** Includes sentiment analysis, categories, publication dates. - **Diverse Sources:** Articles from a wide range of news websites. ## Usage The datasets are free for academic, research, and journalistic purposes: - **Data Analysis:** For statistical analyses, trend identification, and pattern recognition. - **Machine Learning:** Suitable for training NLP models, sentiment analysis, etc. - **Journalistic Research:** Helps journalists in data-driven storytelling. ## Accessing the Datasets - Browse the repository. - Find a dataset that suits your needs. - Download the dataset with its detailed description and metadata file. ## Support For questions or support, raise an issue in the repository. ## License/Terms of Use By using the Dataset Repository you agree to the following [TOU](https://github.com/Webhose/free-news-datasets/blob/master/tou.MD). ---license: 其他 license_name: 其他 license_link: https://github.com/Webhose/free-news-datasets/blob/master/tou.MD task_categories: - 文本分类（text-classification） pretty_name: Webz.io 新闻数据集仓库 size_categories: - 100M<n<1B --- # Webz.io 金融新闻数据集仓库 https://github.com/Webhose/financial-news-dataset ## 简介 欢迎来到[Webz.io](https://webz.io)金融新闻数据集仓库！本仓库由[Webz.io](https://webz.io)开发，致力于提供公开可获取的金融新闻类文章免费数据集。我们每周发布新数据集，每份数据集包含约1000篇聚焦各类金融主题的新闻文章。 本数据集通过在Webz.io开放网络仓库中执行以下查询生成：topic:"Financial and Economic News" language:english，并随机添加积极或消极的情感过滤条件。 若需持续免费获取在线新闻数据，可使用Webz.io推出的免费[新闻API（News API）Lite版](https://webz.io/products/news-api#lite)。 ## 数据集概览 - **每周更新**：每周发布全新数据集 - **主题聚焦**：数据集围绕金融主题构建 - **元数据丰富**：包含情感分析结果、分类标签、发布日期等信息 - **来源多元**：文章来自全球范围内的各类新闻网站 ## 使用场景 本数据集可免费用于学术、研究及新闻采编用途： - **数据分析**：用于统计分析、趋势识别与模式挖掘 - **机器学习**：适用于训练自然语言处理（Natural Language Processing，NLP）模型、情感分析等任务 - **新闻采编研究**：助力记者开展数据驱动的叙事创作 ## 获取数据集 - 浏览本数据集仓库 - 挑选符合自身需求的数据集 - 下载数据集及其详细说明与元数据文件 ## 技术支持 如有疑问或需要技术支持，请在仓库中提交Issue。 ## 许可证/使用条款 使用本数据集仓库即表示您同意遵守下述[服务条款（TOU）](https://github.com/Webhose/free-news-datasets/blob/master/tou.MD)。 ---