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Deposits - Interest Expense on Deposits (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2017
Dec. 31, 2019
Dec. 31, 2018
Sep. 30, 2017
Assets Sold under Agreements to Repurchase [Line Items]        
Interest expense on deposits $ 7,631 $ 61,551 $ 39,523 $ 25,581
Demand Deposits        
Assets Sold under Agreements to Repurchase [Line Items]        
Interest expense on deposits 2,509 19,922 12,933 8,556
Savings and Clubs        
Assets Sold under Agreements to Repurchase [Line Items]        
Interest expense on deposits 210 770 993 630
Certificates of Deposit        
Assets Sold under Agreements to Repurchase [Line Items]        
Interest expense on deposits $ 4,912 $ 40,859 $ 25,597 $ 16,395