This article offers a new understanding of the framing as a discourse strategy in social media. Framing is important not just to managers and executives, but also to state officials who around the world are struggling to communicate policies to build consensus and mobilize action. The trend towards an open and digital world not only brings further new challenges to this framing process taking place in such social media as Facebook, WeChat, and Twitter but also brings new challenges to the process of actors’ discourse expression and deep cultural cognition. Based on the case study of President Trump, we identify four types of framing in the social media context, which includes Stylization, Argumentation, Consensualization, and Connection. We show that framing on Tweets is likely moderated by various policy issues ranging from, politics, society, economy, security, diplomacy, to media.