WalletHub placed Philadelphia at the bottom of its driver‑friendliness ranking of the 100 most populous U.S. cities, using a set of 30 key indicators.

The ranking evaluated the 100 largest U.S. cities against those 30 criteria, with Philadelphia receiving the lowest score among them.