Not All Moods Are Produced Equal Exploring Human Emotional States In Social Media
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Emotional states of men and women, also recognized as moods, are central to the expression of thoughts, concepts and opinions, and in turn impact attitudes and behavior. Motivated by literature in psychology, we study a well-known representation of human mood landscape, known as the ‘circumplex model’ that characterizes affective encounter via two dimensions: valence and activation. We identify much more than 200 moods frequent on Twitter, via mechanical turk research and psychology literature sources, and report on four aspects of mood expression: the connection among (1) moods and usage levels, which includes linguistic diversity of shared content (2) moods and the social ties individuals form, (3) moods and amount of network activity of individuals, and (4) moods and participatory patterns of folks such as link sharing and conversational engagement. As social media tools are increasingly used 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 assistance us greater interpret and make sense of the behavior of millions of people. Our outcomes offer at-scale naturalistic assessments. Extensions of existing conceptualizations of human mood in social media contexts.
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