Out of 4,037,953 GitHub user profiles with email addresses, we were able to identify 1,426,121 (35.3%) of them as men or women through their public Google+ profiles.
Could be a confounding variable in that the type of people who reveal their gender publicly might differ from those who don't in some way that is also related to their contribution quality