A better methodology for a study like this would be to identify a number of people planning to make sporadic contributions to projects they have no connection to and making them submit the pull requests under fresh fictional profiles with randomised gender. This way, any irrelevant correlations between the kind of pull request being made and the requesting party being identifiable as female would be eliminated.