I can't speak for Philadelphia because i don't live there, but here in the great city of Chicago, North avenue runs east-west, and Western avenue runs north-south...
What does that have to do with this song, you might be wondering?
Nothing. Nothing at all. It just is what it is.
Enjoy the music!