The Physical Universe, 17e by Konrad Krauskopf and Arthur Beiser is an outstanding text with a long history. For the 17th edition, real student data points and input, derived from thousands of our LearnSmart and SmartBook users, were used to guide the revision. Heat Maps provided clear visual snapshots of usage of portions of the text and the relative difficulty students experienced in mastering the content.