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Emojis have been widely used in textual communications as a new way to conveynonverbal cues. An interesting observation is the various emoji usage patternsamong different users. In this paper, we investigate the correlation betweenuser personality traits and their emoji usage patterns, particularly on overallamounts and specific preferences. To achieve this goal, we build a largeTwitter dataset which includes 352,245 users and over 1.13 billion tweetsassociated with calculated personality traits and emoji usage patterns. Ourcorrelation and emoji prediction results provide insights into the power ofdiverse personalities that lead to varies emoji usage patterns as well as itspotential in emoji recommendation tasks.

Mining the Relationship between Emoji Usage Patterns and Personality