They took a negative and turned it into a rallying cry.
Same as with "Yankee Doodle." Yankee was a derogatory term for Americans, because many were of Dutch origin. "Jan" was a popular Dutch name. Doodle mean, well doo-doo.
Funny how some derogatory terms get embraced and others don't.