Gender Distributions in Google Image Search Results: Beliefs and Statistics

Using machine learning, we calculated the proportion of women shown in Google Images for various search terms, including professions, college majors, and other domains. The gender distributions in these search results reflect people’s beliefs about the world and actual statistics, which may undercut people’s desires for equal representation.