In 2018, total credit card debt in the U.S. reached a high of more than $1 trillion, according to data from the Federal Reserve. As of 2019, individual households hold an average amount of nearly $9,000 each in credit card debt, financial website WalletHub reports, using data from the U.S. Census Bureau, TransUnion and the Federal Reserve. Residents in certain places, though, are far deeper in the red than others. To determine where families owe the most, CNBC Make It used WalletHub's data to rank the top 10 cities where households have the highest average amounts of credit card debt. Here's how they stack up.

10. Scarsdale, New York

Average household credit card debt: $24,180

9. Beverly Hills, California

Average household credit card debt: $24,962

8. Calabasas, California

Average household credit card debt: $25,266

7. Collegeville, Pennsylvania

Average household credit card debt: $25,627

6. Westport, Connecticut

Average household credit card debt: $25,797

5. Southlake, Texas

Average household credit card debt: $25,862

4. Lake Forest, Illinois

Average household credit card debt: $27,020

3. Dix Hills, New York

Average household credit card debt: $28,645

2. Darien, Connecticut

Average household credit card debt: $28,714

1. Ewa Beach, Hawaii