Canadian police on Tuesday said they believe there are at least 22 victims after a gunman wearing a police uniform shot people in their homes and set fires in a rampage across rural communities in Nova Scotia over the weekend.

A gunman, disguised as a police officer, killed at least 18 people and burned homes in rural communities in Nova Scotia, in the worst mass shooting in Canada’s history.