The incident happened at about 9:30 p.m. at 48th and Spruce streets.
Police said the football game between West Philadelphia High School and Lincoln High School had ended when someone fired a gun outside the field.
Five shell casings were found, but it did not appear that anyone was hit by the gunfire.
Police are continuing to investigate.