#metoo Through the Lens of Social Media

Sexual abuse – a highly stigmatized topic in the society has spurred a revolution in the recent days especially through the shared posts on social media platforms via attaching the hashtag #metoo. Individuals from different backgrounds and ethnicities began sharing on the online venues about their personal experiences of getting sexually assaulted. This paper makes an initial attempt to asses the public reactions and emotions by utilizing the publicly shared #metoo posts by performing a comparative analysis of the tweets shared on Twitter as well as on Reddit. Though nearly equal ratios of negative and positive posts are shared on both platforms, Reddit posts are focused on the sexual assaults within families and workplaces while Twitter posts are on showing empathy and encouraging others to continue the #metoo movement. The data collected in this research helps in the preliminary analysis of the user engagement, discussion topics, word connotations and sentiment with respect to the #metoo movement.

[1]  Subbarao Kambhampati,et al.  Tweeting the Mind and Instagramming the Heart: Exploring Differentiated Content Sharing on Social Media , 2016, ICWSM.

[2]  Eric Gilbert,et al.  VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text , 2014, ICWSM.

[3]  Natalie McClain,et al.  Female Survivors of Child Sexual Abuse: Finding Voice through Research Participation , 2013, Issues in mental health nursing.

[4]  Jenny Petrak,et al.  The trauma of sexual assault : treatment, prevention, and practice , 2002 .

[5]  E. Goffman Stigma; Notes On The Management Of Spoiled Identity , 1964 .

[6]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[7]  A. Joinson,et al.  Self-disclosure, Privacy and the Internet , 2009 .

[8]  Jeffrey Dean,et al.  Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.

[9]  H. Leitenberg,et al.  Mediators of the long-term impact of child sexual abuse: perceived stigma, betrayal, powerlessness, and self-blame. , 1996, Child abuse & neglect.

[10]  P. Cozby Self-disclosure: a literature review. , 1973, Psychological bulletin.

[11]  Munmun De Choudhury,et al.  Understanding Social Media Disclosures of Sexual Abuse Through the Lenses of Support Seeking and Anonymity , 2016, CHI.

[12]  D Finkelhor,et al.  Sexual abuse in a national survey of adult men and women: prevalence, characteristics, and risk factors. , 1990, Child abuse & neglect.

[13]  I. Altman,et al.  Social penetration: The development of interpersonal relationships , 1973 .

[14]  Carina Paine,et al.  Looking for medical information on the Internet: self-disclosure, privacy and trust , 2007 .