Social media and in particular Twitter has proven to be a faster channel of communication when compared to traditional news media, as we have witnessed during events such as the Middle East revolutions and the 2011 Japan earthquake; acting as social sensors of real-time events (Sakaki et al., 2010).
the identification of topics discussed in these channels could aid in different scenarios including violence detection and emergency response.