What is spree killing? The U.S. Bureau of Justice Statistics describes it as “killings at two or more locations with almost no break between murders.” In other words..killing as many people as possible in as short a time as possible. Nicholas Sheley may fit the profile with eight people thought to have fallen at his hand.