It happened near the intersection of 10th and Pine Streets around 7 p.m.
Police tell Action News that at least six people were shot.
All victims were taken to local hospitals for non-life threatening injuries.
City Councilwoman Zanthia Oliver tells Action News the shooting happened outside of a corner store that has been dubbed a "nuisance store," as neighbors have reported past complaints.
No arrests have been made.