It happened around 12:30 a.m. Monday on the 2400 block of West Oakdale Street.
At least six people were seen fleeing the area, according to authorities.
Police say a man was shot in the leg.
He was taken to the hospital in serious but stable condition.
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No other injuries were reported.
Officers are looking at area surveillance cameras to help in their investigation.