A man opened fire outside a Jewish community center on Sunday, killing two people before driving over to a retirement community a few blocks away and killing someone else, authorities said.

Police arrested the suspect in the parking lot of a nearby elementary school shortly after the shootings, which happened minutes apart at around 1 p.m. in the Kansas City suburb of Overland Park.

Overland Park police Chief John Douglass  said the first attack happened in a parking lot behind the Jewish Community Center of Greater Kansas City. The attacker shot two males. One died at the scene and the other died at a hospital. He said the suspect then drove to the nearby retirement community, Village Shalom, where he shot and killed a female.

The gunman also shot at two other people during the attacks, but missed them.