#ao3 data visualization

[visualizing-archive-data]

In honor of the manga finishing, here’s something else that’s close to being finished! 

ID: Screenshot of a web app displaying the number of gendered pronouns per 1K words in the top 80 most popular fics in the Attack on Titan fandom on AO3, sorted by bookmark. The number ratio of male pronouns to female pronouns is overplotted on the right-hand axis using grey plus signs. There’s a sick new logo in the top-right corner, and noticeably way fewer female pronouns over all than male ones. Look at the scale on the right-hand axis and weep.

[visualizing-archive-data]

Flavor of the day -- basic Natural Language Processing with nltk! Here we have: the most common nouns used in the text of the first chapter of The Duke’s a Hazard, the most common adverbs/adjectives/interjections in user comments, and the most common nouns in user comments.