The BBC News Angle Dataset - 10000 news articles categorised by news angle

The dataset contains the URLs of 10000 publicly available news articles from the BBC's UK media ecosystem. Each article is categorised by its news angle according to a closed set of 36 tags. Examples of tags are TRAGEDY, ELITESCANDAL, and NOSTALGIA. BBC News Labs commisioned the analysis from Creative Semiotics in 2021, working with them to train the tagging team and to manage the quality of the resulting tags. Each article in the dataset has been tagged by three independent teams of three members. The dataset consists of two files: article_tags.csv contains the article URLs along with the tags and comments from the three teams. tag_descriptions.csv provides a general and a detailed description for each tag, along with story examples.

本数据集包含来自BBC英国媒体生态系统的10000篇可公开获取的新闻文章的URL。每篇文章均依据其新闻视角，通过36个标签构成的封闭标签集进行分类，标签示例包括TRAGEDY、ELITESCANDAL与NOSTALGIA。BBC新闻实验室（BBC News Labs）于2021年委托Creative Semiotics开展本次分析工作，并与其协作训练标注团队、管控最终标注标签的质量。本数据集中的每篇文章均由3个独立的三人标注团队进行标注。本数据集包含两个文件：article_tags.csv包含文章URL以及3个团队的标注标签与评论；tag_descriptions.csv则为每个标签提供通用说明与详细描述，并附带相关新闻故事示例。

搜集汇总

背景与挑战

背景概述

该数据集包含10000篇BBC新闻文章的URL，每篇文章根据36种固定新闻角度标签进行分类，标注过程经过三个独立团队的质量控制。数据集提供文章标签和标签描述两个文件，适用于新闻分析和媒体研究。