“…It stems from the way in which the dominance of big data analytics as an emerging set of quantitative methodologies in the social sciences has marginalized the study of symbolic processes whose understanding requires the nuanced and in-depth discernment of qualitative methods (boyd & Crawford, 2012;Couldry, 2014). Big data analysis has become a scholarly 'fashion' among researchers looking at the wave of recent protest movements: on the Occupy movement (Conover et al, 2013;Gaby & Caren, 2012), on the Arab Spring (Starbird & Palen, 2012), the Brazilian vinegar protests (Bastos, Da Cunha Recuero, & da Silva Zago, 2014), the 15M/Indignados Spanish movement (Toret et al, 2015), and the Aganaktismenoi in Greece (Theocharis, Lowe, van Deth, & García-Albacete, 2015). While this stream of analysis has considerable merits, data analysis alone is not always well suited to get to grips with symbolic processes and the construction of collective identity.…”