Daily Mail Candles for the fallen: Mourners hold vigil at dusk for the Highland Park dead after rooftop gunman killed eight during July 4 parade Since the start of the year, the U.S. has seen 15 shootings where four or more people were killed, including the one in Highland Park, according to The Associated Press/USA TODAY/Northeastern University mass killing database.