Based on the typical data presented in graphs regarding the U.S. economy during the Civil War, the most accurate statement would be: "During the Civil War, the nation’s debt grew by a large amount."
This reflects the general understanding that the war led to significant increases in national debt due to wartime expenditures. If the graph indicates a notable rise in debt during that period, this response would be appropriate.