Monopoly is, indeed, based on Atlantic City locations. The game pieces have changed, but the board and the rules have stayed the same since the 1930’s.
The Pennsylvania Avenue is in Atlantic City, as are all the other locations. Looking at Atlantic City today, it may be hard to believe that it was once a resort city with valuable real estate.