Ancient ruins are sometimes discovered after long years investigating regions of the world covered by dense jungle or giant forests. The feeling of an archaeologist at that moment of discovery gives a window into the feeling data scientists often have when getting a view of their data — through visualizations — that clarifies a key aspect of the analysis.…