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Deposits - Summary of Deposits Including Accrued Interest Payable (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Amount    
Non-interest-bearing accounts $ 2,133,195 $ 1,377,396
Interest-bearing checking accounts 3,646,866 2,539,428
Money market deposit accounts 783,521 578,147
Savings accounts 1,491,251 898,174
Time deposits 1,372,783 935,632
Total deposits $ 9,427,616 $ 6,328,777
Weighted Average Cost    
Non-interest-bearing accounts 0.00% 0.00%
Interest-bearing checking accounts 0.49% 0.68%
Money market deposit accounts 0.19% 0.68%
Savings accounts 0.05% 0.13%
Time deposits 1.51% 1.82%
Total deposits 0.43% 0.62%