Philadelphia Police received a number of calls of several men firing shots along the 600 and 700 blocks of North 7th Street.
A man and a woman reported that a stray bullet came through their kitchen window, striking the window shade before getting lodged in the wall.
The couple said they were in their living room at the time of the incident and were left unharmed.
No suspects have been named and authorities continue to investigate.