Venice, Calif. also features what it calls a "boardwalk" along its beach, but it's made of asphalt, and if you want to get under it, you'll have to dig a tunnel.
No, I’m talking about the real boardwalks that the NJ beach towns have, Atlantic City, Ocean City, Wildwood and a few Northern Jersey towns.
The song was written about Atlantic City, but I preferred Ocean City.