One way to do this could be by partitioning data into the constituent languages (Bergsma et al., 2012) as there exist several sophisticated tools for Twitter (Pak and Paroubek, 2010;Ritter et al., 2012;Owoputi et al., 2013;Kong et al., 2014) designed specifically for various languages (Avontuur et al., 2012;Abdul-Mageed et al., 2012;Rehbein, 2013).
we first determine a context (i.e.