Data Set Agency in movies

Published on January 4th, 2018 | by


Measuring the Power and Agency of Movie Characters

Computer science researchers at the University of Washington analyzed 700 modern movie screenplays using natural language processing and published a dataset of their findings about the power and agency of movies’ male and female characters. The dataset consists of connotation frames which measure the implications of verbs on a character. For example, a character that “demands” something is considered more powerful than a character who “implores” something, which would be more submissive, and a character who “gives” something would have more agency than a character who “accepts” something, which would be more passive. The researchers’ analysis shows that after controlling for various factors, male characters tend to demonstrate more power and agency than female characters in every genre, even in movies with female writers and casting directors.

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