By: KDKA-TV News Staff

PITTSBURGH (KDKA) – Pittsburgh has a reputation as a tough city to drive in. But according to WalletHub, there are dozens of other cities that are worse.

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Pittsburgh falls at spot number 57 out of 100 on WalletHub’s list of “2021’s Best and Worst Cities to Drive in.”

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North Carolina has two-thirds of the cities in top five — Raleigh at number one, Greensboro at number three and Winston-Salem at number four. Lincoln, Nebraska is second and Corpus Christi is fifth.

At the bottom of the list: Oakland, Detroit and San Francisco.

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WalletHub says it compared the 100 largest cities across 30 key indicators of driver-friendliness, ranging from average gas prices to annual hours sitting in traffic per auto commuter to auto repair shops per capita.