Fitler Square Philadelphia – A Hidden Oasis. Fitler Square is a few blocks away from Rittenhouse Square. It is at the corner of Pine Street and 23rd Street. It is a small but beautiful public square. The square is named after former Philadelphia Mayor Edwin Henry Fitler. He was the 75th Mayor of the city…