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Deposits - Schedule of Interest Expense on Deposit Liabilities (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Deposits      
Checking and savings accounts $ 4,023 $ 7,096 $ 7,971
Certificate accounts 9,139 25,453 37,723
Early withdrawal penalties (60) (118) (124)
Total interest expense on deposits $ 13,102 $ 32,431 $ 45,570