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Deposits - Schedule of Deposits (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Banking and Thrift [Abstract]    
Demand deposits $ 3,746,654 $ 2,866,853
Savings deposits 1,994,366 1,560,752
Certificates and other time deposits of $100,000 or more 468,895 276,274
Other certificates and time deposits 581,894 471,247
Brokered deposits 380,721 381,372
Total Deposits 7,172,530 5,556,498
Cash amount that exceeded federally insured limits $ 3,200,000 $ 2,200,000