This case study explores the relationship between audience engagement on the social media platform Twitter and the outcome of the 2016 US Presidential Election. It was presented at The New York Chapter of the American Association for Public Opinion Research in early 2016 and published in Data Visualization Made Simple: Insights into Becoming Visual, Sosulski, K, Routledge: New York.