Table 1.

Sample manual annotations of tweets and profiles.

Type	Text	Label
Tweet	End the FDA’s discriminatory and unscientific policy against gay men like me donating blood.	True positive
Tweet	As a bi guy we get so little representation, and almost all of its negative. It’s frustrating.	True positive
Tweet	Today, we remember Matthew Shepard who’s life was cut short as a result of a hate crime due to his identity as a gay male.	False positive
Profile	A proud black gay guy.	True positive
Profile	50+ gay trans man, writer, film and food lover. He/him OR they/them.	False positive