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Deposits - Interest Expense on Deposits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Assets Sold under Agreements to Repurchase [Line Items]      
Interest expense on deposits $ 29,109 $ 55,246 $ 61,551
Demand (including money market accounts)      
Assets Sold under Agreements to Repurchase [Line Items]      
Interest expense on deposits 10,077 15,556 19,922
Savings and club deposits      
Assets Sold under Agreements to Repurchase [Line Items]      
Interest expense on deposits 731 1,023 770
Certificates of deposit      
Assets Sold under Agreements to Repurchase [Line Items]      
Interest expense on deposits $ 18,301 $ 38,667 $ 40,859