The National Center for Education Statistics reports that 58% of the bachelor's degrees awarded in 2015 - 2016 went to women. In STEM fields, women received just 36% of the bachelor's degrees awarded.
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Best Colleges. "Where Do Women Study STEM?" 2019. (Includes information on salaries)
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Perry, Mark J. (American Enterprise Institute). "'Gender Gap in STEM?' Women Are Majority of STEM Grad Students and They Earn a Majority of STEM Bachelor's Degrees."
26, November 2018. (Note: This study includes degrees in health and medical sciences, usually excluded in studies of STEM degrees/occupations.)