As the gunman fled down an alley after the deadly mass shooting scene he’d created at a July Fourth parade in suburban Chicago, an object fell from his black bag. It was a high-powered Smith & Wesson M&P 15 semi-automatic rifle, Illinois prosecutors said Wednesday in Lake County court. 

Investigators found three 30-round magazines and 83 shell casings left on the rooftop where police say Robert E. Crimo III shot at a crowd in Highland Park, Illinois, on Monday, killing seven and injuring dozens more. 

AR-15-style semi-automatic rifles or similar guns were used in at least six of the 14 mass shootings so far this year in which four or more victims died, according to the Gun Violence Archive. In eight of those shootings, information was unavailable about the types of guns used. 

But while semi-automatic rifles have become more widely used over the past decade, handguns remain the most common type of gun used in mass shootings, experts told USA TODAY. 

Most guns used in mass shootings — including those owned by Crimo — were legally obtained, according to The Violence Project’s mass shooting database.

Here’s what to know.

Semi-automatic rifles becoming weapon of choice

Handguns have overwhelmingly been the gun used by perpetrators since the Rockefeller Institute of Government’s Regional Gun Violence Research Consortium began tracking mass shootings occurring within the past 50 or so years.

The consortium considers mass shootings any event where targeted violence is carried out by one or more shooters in a public place, and multiple victims — including injuries and fatalities — are chosen at random or for symbolic value. 

Over the last five decades, handguns were typically used 3-to-1 in mass shootings, said Jaclyn Schildkraut, interim executive director of the consortium. 

According to The Violence Project, 78% of mass shooters used at least one handgun since 1966. The group keeps its own database and defines mass shootings as events in which four or more victims were killed, not including the shooter. 

Experts from both groups, however, are noticing a shift.

“Over the last decade or so, we have seen an increase in the use of semi-automatic rifles,” Schildkraut told USA TODAY.