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This site has some data on college majors with major gender disparities (although it's a bit outdated). Women are heavily over represented in Fashion Design, Interior Design, and Elementary Education. Men are heavily over represented in Construction Management, Mechanical Engineering, and Electrical Engineering.

https://www.payscale.com/career-advice/do-men-or-women-choos...

I am curious about further details too, does the discipline change anything?

Yes.

Curious to see how they perform in math

It would not be surprising if they perform on-par with men at least, given that they dominated the field of computing until the advent of automated machines (and then system operation after that until approximately the era of the personal computer).