A chart showing top 10 U.S. cities with the highest percentage change in annual commuting cost in 2022, compared with 2021. Two cities in Pennsylvania, Pittsburgh and Philadelphia, are the top 2 cities with highest percentage change at 60.1% and 59.9%.