Uncovering Social Media Reaction Pattern to Protest Events: A Spatiotemporal Dynamics Perspective of Ferguson Unrest
Social platforms like Twitter play an important role in people’s participation in social events. Utilizing big social media data to uncover people’s reaction to social protests can shed lights on understanding the event progress and the attitudes of normal people. In this study, we aim to explore the use of Twitter during protests using Ferguson unrest as an example from multiple perspectives of space, time and content. We conduct an in-depth analysis to unpack the social media response and event dynamics from a spatiotemporal perspective and to evaluate the social media reaction through the integration of spatiotemporal tweeting behavior and tweet text. We propose to answer the following research questions. (1) What is the general spatiotemporal tweeting patterns across the US? (2) What is the spatiotemporal tweeting patterns in local St. Louis? (3) What are the reaction patterns in different US urban areas in space, time and content?
KeywordsSocial Medium Social Movement Normal User Reaction Pattern Media Outlet
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- 1.Bastos, M.T., da Cunha Recuero, R., da Silva Zago, G.: Taking Tweets to the Streets: A Spatial Analysis of the Vinegar Protests in Brazil. First Monday 19(3) (2014)Google Scholar
- 2.Breuer, A., Landman, T., Farquhar, D.: Social Media and Protest Mobilization: Evidence from the Tunisian Revolution. Democratization, 1–29 (2014)Google Scholar
- 3.Cha, M., Haddadi, H., Benevenuto, F., Gummadi, P.K.: Measuring User Influence in Twitter: The Million Follower Fallacy. ICWSM 10(10–17), 30 (2010)Google Scholar
- 4.Conover, M. D., Davis, C., Ferrara, E., McKelvey, K., Menczer, F., Flammini, A.: The Geospatial Characteristics of a Social Movement Communication Network. PloS One 8(3) (2013)Google Scholar
- 5.Croitoru, A., Wayant, N., Crooks, A., Radzikowski, J., Stefanidis, A.: Linking Cyber and Physical Spaces through Community Detection and Clustering in Social Media Feeds. Computers, Environment and Urban Systems (2014)Google Scholar
- 7.Fillion, R. M.: How Ferguson Protesters Use Social Media to Organize. The Wall Street Journal, November 24, 2014Google Scholar
- 10.Giugni, M.: Social Protest and Policy Change: Ecology, Antinuclear, and Peace Movements in Comparative Perspective. Rowman and Littlefield (2004)Google Scholar
- 11.Gonzlez-Bailn, S., Borge-Holthoefer, J., Rivero, A., Moreno, Y.: The Dynamics of Protest Recruitment through an Online Network. Scientific Reports 1 (2011)Google Scholar
- 12.Lotan, G., Graeff, E., Ananny, M., Gaffney, D., Pearce, I.: The Revolutions were Tweeted: Information Flows during the 2011 Tunisian and Egyptian Revolutions. International Journal of Communication 5, 31 (2011)Google Scholar
- 13.Morstatter, F., Pfeffer, J., Liu, H., Carley, K.M.: Is the sample good enough? Comparing data from twitter’s streaming API with twitter’s firehose. In: Seventh International AAAI Conference on Weblogs and Social Media (2013)Google Scholar
- 15.Shirky, C.: The Political Power of Social Media. Foreign Affairs 90(1), 28–41 (2011)Google Scholar
- 18.Wu, S., Hofman, J. M., Mason, W. A., Watts, D. J.: Who says what to whom on twitter? In Proceedings of the 20th International Conference on World Wide Web, pp. 705–714 (2011)Google Scholar