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Data analysis of The Simpsons

posted by Jason Kottke   Sep 29, 2016

Simpsons Data

The Simpsons is the longest-running series in primetime TV history. The show’s 27 seasons hold much potential treasure for data scientists. Todd Schneider downloaded the scripts from every show and analyzed which characters spoke the most and where. The results reveal a heavy focus on Homer and a large gender imbalance in terms of dialogue.

The colors of the bars in the above graphs represent gender: blue for male characters, red for female. If we look at the supporting cast, the 14 most prominent characters are all male before we get to the first woman, Mrs. Krabappel, and only 5 of the top 50 supporting cast members are women.

Women account for 25% of the dialogue on The Simpsons, including Marge and Lisa, two of the show’s main characters. If we remove the Simpson nuclear family, things look even more lopsided: women account for less than 10% of the supporting cast’s dialogue.

See also Film Dialogue from 2000 screenplays, Broken Down by Gender and Age.