5. The system as set forth in claim 4 , wherein the one or more processors further perform an operation of searching the set of textual social media data for mentions of cities or monuments to assign a location to the civil unrest event.
5. The system as set forth in claim 4 , wherein the one or more processors further perform an operation of searching the set of textual social media data for mentions of cities or monuments to assign a location to the civil unrest event. 6. The system as set forth in claim 5 , wherein if there are no mentions of cities or monuments in the set of textual social media data, the one or more processors further perform an operation of assigning a location to the civil unrest event using a geocoding module that infers a location of a user identification based on a set of social media relationships within the set of textual social media data.