In each case we find the page for the speaker with a novel method for finding gender-labeled speakers from Wikipedia.
our method takes as input a Wikipedia category page such as https://en.wikipedia.org/wiki/ Category:American_female_tennis_players, and for each name listed runs a search for public pages using Facebook's Graph API.