6. The system of claim 1 further comprising: an author profiling module configured to identify an author of a content item and create a profile of the author comprising an author sentiment score and statistics on a frequency of content authoring; and wherein the graphical user interface is further configured to display the profile of the author.
8. The system of claim 6 , wherein the author sentiment score is computed from the sentiment scores of all of the author's content items.