The internet, and social media in particular, have made individual and institutional discourse visible like never before. Yet the production of discourse — what leads individuals or institutions to speak up, whom do they address, what do they say — is not yet well understood. Our research focuses on understanding these dynamics through the quantitative aggregation of collective communication behavior.