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A short version of the paper posted on ArXiV is available on ISA esymposium Boullier, D. (2017), "Big data challenges for social sciences: from society and opinion to replications", ISA esymposium, vol.7; issue n°2, http://www.sagepub.net/isa/admin/ebulletin-articles.aspx