newspop

News Popularity in Multiple Social Media Platforms 旨在提供对新闻文章在不同社交媒体平台上的受欢迎程度进行预测和分析的能力。它包含约10万条英文新闻数据，涵盖经济、微软、奥巴马和巴勒斯坦等主题，数据来源于新闻网站和社交媒体分享，包括标题、导语、来源、主题、发布日期以及在Facebook、Google+和LinkedIn上的分享数量。该数据集采用CC-BY 4.0许可协议。News Popularity in Multiple Social Media Platforms aims to enable the prediction and analysis of news articles' popularity across various social media platforms. It contains approximately 100,000 English news articles covering topics such as economy, Microsoft, Obama, and Palestine. The dataset is sourced from news websites and social media shares, including the headline, lead paragraph, source, topic, publication date, as well as the share counts on Facebook, Google+ and LinkedIn. This dataset is licensed under CC-BY 4.0.

搜集汇总

背景与挑战

背景概述

该数据集名为'News Popularity in Multiple Social Media Platforms'，包含约10万条英文新闻数据，覆盖经济、微软、奥巴马和巴勒斯坦等主题，旨在预测新闻在Facebook、Google+和LinkedIn等社交媒体平台上的分享数量。数据包括标题、导语、来源、发布日期等字段，适用于新闻流行度分析任务，采用CC-BY 4.0许可协议。