Broadcasters and Hidden Influentials in Online Protest Diffusion
Sandra Gonz\'alez-Bail\'on, Javier Borge-Holthoefer, Yamir Moreno

TL;DR
This study analyzes how online protest information spreads on Twitter during the 2011 Spanish protests, identifying key user roles and interactions with mainstream media to understand digital influence on mobilization.
Contribution
It introduces a network-based analysis of Twitter users during protests, classifies user roles, and examines their influence on information diffusion and offline mobilization.
Findings
Different user types have distinct roles in message dissemination.
Less popular but frequent users significantly contribute to message spread.
Mainstream media interact with online networks to amplify protest messages.
Abstract
This paper explores the growth of online mobilizations using data from the 'indignados' (the 'outraged') movement in Spain, which emerged under the influence of the revolution in Egypt and as a precursor to the global Occupy mobilizations. The data tracks Twitter activity around the protests that took place in May 2011, which led to the formation of camp sites in dozens of cities all over the country and massive daily demonstrations during the week prior to the elections of May 22. We reconstruct the network of tens of thousands of users, and monitor their message activity for a month (25 April 2011 to 25 May 2011). Using both the structure of the network and levels of activity in message exchange, we identify four types of users and we analyze their role in the growth of the protest. Drawing from theories of online collective action and research on information diffusion in networks the…
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