Gender

Gender detection

• https://genderize.io/
  • Aaron Clauset: Mea culpa time: I was wrong about the accuracy of http://genderize.io’s API. It’s actually pretty good, and on par with other tools. Corrected confusion matrix attached, showing accuracy = (419+51)/500 = 0.94. There was… an embarrassing bug in my eval code 🤦‍♂️ Live and learn
• Inferring Gender from Names on the Web: A Comparative Evaluation of Gender Detection Methods
• https://bitbucket.org/mdredze/demographer/src/master/

Datasets

• RtGender: A Corpus for Studying Differential Responses to Gender

Gender bias

Education

• Exploring the YouTube science communication gender gap: A sentiment analysis

Gender roles

• She Giggles, He Gallops by Julia Silge
  • GENDER ROLES WITH TEXT MINING AND N-GRAMS

in Science

• Larivière2013gender: Bibliometrics: Global gender disparities in science
• Huang2019historical: Historical comparison of gender inequality in scientific careers across countries and disciplines

Gender and sex analysis in medicine

• Nielsen2017one: One and a half million medical papers reveal a link between author gender and attention to gender and sex analysis