A visualization constructed using the vega-lite-api.

The chart plots the ratio of female cabinet members against the ratio of male cabinet members. In general there appears to be an inverse relationship between the two.

Dataset WhoGov's International Cabinets dataset. The dataset contains information about more than 50,000 cabinet members from 177 countries, spanning July 1966 - July 2016. There is a separate entry for each cabinet member, from each country, for each year. Each entry contains information such as party affiliation, gender, age and military affiliation. Data is ported from the International Cabinets dataset.