Authorities say someone spray-painted several blue swastikas on the front of the American Red Cross building located on the 2200 block of Chestnut Street.
It seems the vandals also hit a construction site nearby.
On Sunday, crews quickly painted over the hateful symbol but it could still be seen through the paint.
Anyone with information is asked to call police.