9. The method as set forth in claim 8 , wherein the text classifier module comprises a standard logistic regression classifier trained on the set of textual social media data.
9. The method as set forth in claim 8 , wherein the text classifier module comprises a standard logistic regression classifier trained on the set of textual social media data. 10. The method as set forth in claim 9 , wherein the text classifier module further comprises a user type identification classifier to determine whether a user identification is related to an individual or an organization, and wherein the one or more processors further perform an operation of increasing the probability of the civil unrest event occurring if the user identification is related to an organization.