The Bureau of Labor Statistics has a great online portal where anyone can search for, display and download data after querying it by demographic categories. Very rich. For example, I was interested in the numbers of men and women in certain position and the pay gap between them. I got these two graphs. If you compare them you’ll see that in most professions, there are more men than women, but even in those where there are more women, men still make more money.
