analyze the gender gap in stem field

I'm writing a thesis entitled "the gender gap: women in stem". for the last chapter of my work I want to analyze the gender gap between women and men graduated in stem, that work in stem fields and their retribution in Europe. for this studio I need two use the acp method and cluster analysis through R Studio. I need graphs and I also need to explain the results