It happened around 1:17 p.m. on January 15 on the 5000 block of Greene Street.
Video captured two males walking up to a home and begin shooting.
A resident told police that the gunfire started as he was running into his home.
Police said approximately 20 shots were fired.
The suspects were last seen wearing dark clothing with hooded sweatshirts pulled tight to their face.
No injuries were reported.
Anyone with any information is asked to call police at 215-686-TIPS.