COVID-19 amplifies gender disparities in research

Here you can find the code and the data for replicating the results from paper "COVID-19 amplifies gender disparities in research" by Goran Murić, Kristina Lerman and Emilio Ferrara

• plot_figures.ipynb - All the necessary code to replicate the results

• data/standardized_data.csv - The data on papers and authors published on biorXiv, medrXiv and selected Springer-Nature journals in a standardized form, properly formated for the analysis

• data/owid-covid-data.csv - An additional dataset used in the analysis, published by Our World in Data: https://ourworldindata.org/coronavirus-source-data

Inquiries

For all technical questionsabout the data collection and modelling used in the paper, please contact Goran Murić at [email protected] or Emilio Ferrara at [email protected]