/fanficHCI

Primary LanguageJupyter NotebookMIT LicenseMIT

fanficHCI

This repo analyzes an AO3 fanfiction corpus.

Usage

  • ao3_fandom_ranker.ipynb

    • ranks the fandoms (across AO3 categories e.g., movie, book, anime) by popularity (in terms of the number of fanfics)
  • find_author_of_stories.py

    • takes in fanfic stories ao3_harrypotter/text_stories.csv
    • profiles the authors and their pseudonyms stories_authors.csv and stories_pseudos.csv
  • FOLDER dataviz_character

    • visualizes relationship_tsne_embed.csv with d3.js

Task List

  • visualize relationship_tsne_embed.csv
  • update fandom list
  • join author bio and relationship_tsne_embed
  • visualize author trajectory
  • visualize protagonist embeddings, and protagonist-antagonist relationships