Police Chief Michael Harrison said the suspect, who was driving a pickup truck that hit two cars before running into the crowd, appeared to be highly intoxicated.
None of the injuries was life-threatening. Among the injured, the youngest is 3 and the oldest are in their 40s, CNN reported.
Harrison said there is no indication the accident was an act of terrorism.