You should all absolutely read this paper by @ifpuk-berlin.bsky.social @freieuniversitaet.bsky.social's Miriam Siemon.
Marko Bachl
Currently in Volume 19, Issue 4 of Communication Methods and Measures #CMM:
“Beyond the binary? Automated gender classification of social media profiles” by Miriam Siemon
🔗https://doi.org/10.1080/19312458.2025.2554864
AEJMC-CTM (Communication Theory and Methodology Division)