A system and method allowing machine analytics and multiple human analysts to work together in a collaborative fashion in the analysis of large amounts of data. The collaborative analysis promotes “sensemaking.” Sensemaking is the continued revising and expansion of a developing “story” so that it becomes more comprehensible. As the emerging story is refined, it should successfully incorporate more and more of the observed data and be more defensible with respect to contrary arguments.