Abstract
Portrayals of female scientists in science fiction tend to be rare and often distorted. Our research investigates the social media discourse related to public perceptions of the portrayals of scientists in science fiction. We explore the following questions: How does audience discourse about a female scientist protagonist in a science fiction film compare with that about a male scientist in a comparable movie? And, what fraction of discourse in each case is dedicated to (a) comments on physical appearance and (b) incredulity that the character is a scientist? Using automated nonparametric sentiment analysis software that employs an intelligent algorithm informed by human coding, we analyze Twitter discourse around the release of two summer 2011 science fiction blockbusters with scientists in lead roles:
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