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People nowadays express their opinions in online spaces, using differentforms of interactions such as posting, sharing and discussing with one another.These digital traces allow to capture how people dynamically react to themyriad of events occurring in the world. By unfolding the structure of Redditconversations, we describe how highly engaging events happening in the societyaffect user interactions and behaviour with respect to unperturbed discussionpatterns. Conversations, defined as a post and the comments underneath, areanalysed along their temporal and semantic dimensions. We disclose that changesin the pace and language used in conversations exhibit notable similaritiesacross diverse events. Conversations tend to become repetitive with a morelimited vocabulary, display different semantic structures and featureheightened emotions. As the event approaches, the shifts occurring inconversations are reflected in the users' dynamics. Users become more activeand they exchange information with a growing audience, despite using a lessrich vocabulary and repetitive messages. The peers of each user fill up moresemantic space, shifting the dialogue and widening the exchange of information.The recurring patterns we discovered are persistent across several contexts,thus represent a fingerprint of human behavior, which could impact the modelingof online social networks interactions.

Recurring patterns in online social media interactions during highly engaging events