Not All Moods Are Developed Equal Exploring Human Emotional States In Social Media
Emotional states of individuals, also identified as moods, are central to the expression of thoughts, ideas and opinions, and in turn influence attitudes and behavior. Motivated by literature in psychology, we study a popular representation of human mood landscape, known as the ‘circumplex model’ that characterizes affective expertise through two dimensions: valence and activation. We determine a lot more than 200 moods frequent on Twitter, by means of mechanical turk studies and psychology literature sources, and report on four aspects of mood expression: the connection involving (1) moods and usage levels, like linguistic diversity of shared content (2) moods and the social ties people form, (3) moods and quantity of network activity of men and women, and (4) moods and participatory patterns of individuals such as hyperlink sharing and conversational engagement. As social media tools are increasingly utilized by individuals to broadcast their day-to-day happenings, or to report on an external event of interest, understanding the wealthy ‘landscape’ of moods will aid us greater interpret and make sense of the behavior of millions of folks. Our benefits supply at-scale naturalistic assessments. Extensions of current conceptualizations of human mood in social media contexts.
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