Popular Ship Stats

Using the data from AO3 user @centreoftheselights's & fandom.tumblr's yearly ship rankings. Cleaning it and completing it with related data about the characters, ships, & properties they're from, to then visualise and analyse it in various ways.

Work in Progress!

(so far only using 2013-2023 AO3 data)

Repo Navigation Directions:

• Cleaned data files are in the data folder.
• Cleaning code is in the src folder.
• Tests are in the test folder.
• Visualisation code and diagrams are in the visualisation folder.

Important documents:

• Methodology document
• Overview analysis of all characters/ships/fandoms in the 2013-2023 AO3 data sets
• Analysis of the 2014-2023 AO3 femslash rankings
• Analysis of the 2013-2023 AO3 overall rankings
• Analysis of the 2016-2023 AO3 annual rankings