Not All Moods Are Created Equal Exploring Human Emotional States In Social Media

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Emotional states of people, also recognized as moods, are central to the expression of thoughts, suggestions and opinions, and in turn impact attitudes and behavior. Motivated by literature in psychology, we study a well-liked representation of human mood landscape, known as the ‘circumplex model’ that characterizes affective practical experience by means of two dimensions: valence and activation. We recognize more than 200 moods frequent on Twitter, through mechanical turk studies and psychology literature sources, and report on four aspects of mood expression: the partnership involving (1) moods and usage levels, like linguistic diversity of shared content material (2) moods and the social ties individuals type, (3) moods and quantity of network activity of folks, and (4) moods and participatory patterns of individuals such as link sharing and conversational engagement. As social media tools are increasingly applied by individuals to broadcast their day-to-day happenings, or to report on an external event of interest, understanding the rich ‘landscape’ of moods will help us superior interpret and make sense of the behavior of millions of men and women. Our final results deliver at-scale naturalistic assessments. Extensions of existing conceptualizations of human mood in social media contexts.

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