Wearing makeup even when working out?

When you exercise, you sweat and stuff.
Even so, I find it fascinating to see people exercising while wearing makeup.

Do you guys also work out with makeup on?
I'm also worried that it might cause more breakouts.
I always erase everything thoroughly before exercising...
It seems like other people are doing it too!

source: Concerns here