The conflicting storylines underscore how various data sets and definitions can be used to politicize and spin the problem of violent crime in the U.S., proving again Mark Twain’s caution about “lies, damned lies and statistics.” Depending on the framing, accurate sets of numbers can be assembled to tell starkly different stories about mass shootings, school shootings, and the overall correlation between gun ownership and gun violence.