"Though only around 30% of Twitter users identify as "Liberal" or "Extremely liberal", those users are evidently responsible for around 60% of tweets."

Conservatives are less likely to self-report as conservative. e.g. https://en.wikipedia.org/wiki/Shy_Tory_factor