Taylor Okonek downloaded data from the World Bank some time in 2021. All information about the variables is contained here: https://databank.worldbank.org/
One new variable was created, to categorize GDP per capita (current USD) into three groups:
gdp_cat: low (less than 1145), med (between 1145 and 4515), high (above 4515)