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Deposits - Schedule of Deposits (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Banking and Thrift [Abstract]    
Demand deposits $ 5,250,568 $ 3,985,178
Savings deposits 2,896,177 2,282,701
Certificates and other time deposits of $100,000 or more 736,843 593,592
Other certificates and time deposits 741,759 646,682
Brokered deposits 214,609 246,440
Total Deposits 9,839,956 7,754,593
Cash amount that exceeded federally insured limits $ 5,100,000 $ 3,800,000