Chapter 2 presents the divergent data sets, collected in 2014, 2015, 2016, and 2017 and focusing primarily on the 2014 U.S. Senate campaigns, used to test the tolerance and tactics theory of negativity. U.S. Senate elections are the ideal laboratory for exploring the impact of negative advertising because senatorial campaigns are characterized by impressive variability in the amount, content, and tone of negativity, the types of candidates, the size of the constituencies, and the characteristics of the media markets. A variety of methods, including surveys, experiments, content analyses, focus groups, and facial recognition software are used to measure people’s tolerance for negativity; the relevance and civility of negative advertisements; and people’s reactions to negative commercials varying in civility and relevance. These various data sets are ultimately used to assess the impact of negative advertisements on people’s assessments of candidates and on their decision to vote on Election Day.