The supplemental .zip archive contains the following files to replicate the analyses presented in the paper 'Monitoring digital gender inequality using the online populations of Facebook and Google': 1) Dataset containing all variables used in the analyses, including online indicators (Facebook and Google gender gap indicators), ITU internet and digital skills gender gap indicators, and offline variables (ADW_and_FB_digital_gender_gaps_dataset.csv). 2) R script to generate the figures and tables in the paper (analysis_figures_and_tables_updated.R) 3) R script with utility functions to fit models used in the paper (functions.R)