The growing political polarization of the American electorate over the last several decades has been widely studied and documented. During the administration of President Donald Trump, charges of "fake news" made social and news media not only the means but, to an unprecedented extent, the topic of political communication. Using data from before the November 3rd, 2020 US Presidential election, recent work has demonstrated the viability of using YouTube's social media ecosystem to obtain insights into the extent of US political polarization as well as the relationship between this polarization and the nature of the content and commentary provided by different US news networks. With that work as background, this paper looks at the sharp transformation of the relationship between news consumers and here-to-fore "fringe" news media channels in the 64 days between the US presidential election and the violence that took place at US Capitol on January 6th. This paper makes two distinct types of contributions. The first is to introduce a novel methodology to analyze large social media data to study the dynamics of social political news networks and their viewers. The second is to provide insights into what actually happened regarding US political social media channels and their viewerships during this volatile 64 day period.
翻译:在过去几十年中,美国选民的政治两极分化日益严重。 在唐纳德·特朗普(Donald Trump)总统执政期间,“假新闻”的指控不仅成为了社交媒体和新闻媒体的手段,而且在前所未有的程度上成为了政治交流的主题。 利用2020年11月3日美国总统选举之前的数据,最近的工作证明使用YouTube的社交媒体生态系统来了解美国政治两极化的程度以及这种两极分化与美国不同新闻网络提供的内容和评论的性质之间的关系是可行的。 以这项工作作为背景,本文审视了在美国总统大选和1月6日美国国会暴力事件之间64天里新闻消费者与“Fringe”新闻媒体渠道之间的关系的急剧转变。 本文提供了两种截然不同的贡献。 首先是推出一种新颖的方法来分析大型社交媒体数据,以研究社会政治新闻网络及其观众的动态。 第二是提供美国政治社会媒体频道及其观众在64天的动荡时期的实际变化。