In this work, we provide a framework for analyzing a dyad's evolving communication patterns and provide evidence of subtle but consistent conversational patterns that foretell the unilateral dissolution of a friendship.
imminent betrayal is signaled by sudden changes in the balance of conversational attributes such as positive sentiment, politeness, and structured discourse.