In the last years, social networks have increased in active members who upload and share postings about daily activities (pictures, comments, news, likes etc.), but also use these networks to get informed. During a crisis situation, the occurrence of an unexpected event can generate immediate reactions from active members, which further result in a huge amount of text and other digital resources related to that event. This event can be the trigger factor for crisis escalation with unwanted consequences.