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Most high schools and colleges dedicate a very small portion of the sports budget to women's sport as opposed to men's.

No this is completely wrong. Look up Title IX.

It's the reason the university I went to e.g. had a women's swim team but not a men's team.

Actually, they don't, but the male sports, particularly football, do pay for the female sports.