This article discusses the use of cluster analysis to analyze comments on two Facebook posts by the Washington Post. The objective is to establish homogenous clusters of comments and assess the effectiveness of communication on social media platforms. The article also highlights the limitations of cluster analysis and the segments developed for each post.