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Deposits - Interest Expense on Deposits by Type (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Interest expense on deposits by type [Abstract]      
Interest-bearing demand $ 4,906 $ 9,985 $ 35,428
Savings 7,912 13,481 19,462
Time 4,127 14,021 24,281
Total $ 16,945 $ 37,487 $ 79,171