I came across this survey, by a "male to female transgender design student", "conducting research into gender non conformity on public transport in London". No date, but the Survey Monkey link is still live. "My research group and I would really appreciate it if you could share your experiences with us." Nowhere does it define "gender identity" or ask what your [i.e. whoever will be filling it in] gender identity is. Pretty piss-poor research design if you ask me, which clearly they didn't. It struck me, however, that I have indeed been harassed on buses and the Tube because I am a woman, and other people correctly identify this. I have also had the temerity to flaunt my gender non-conformity, by getting onto public transport with short hair and no make-up. Four quick questions here: www.surveymonkey.com/r/5VWH5H2