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Deposits - Summary of Outstanding Balance of Deposits and Average Rates (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Deposits [Abstract]    
Demand deposits, Noninterest-bearing $ 1,890,028 $ 1,192,481
Demand deposits, Interest-bearing 396,938 386,276
Money market and savings 1,922,264 1,334,736
Certificates of deposits 1,254,583 1,977,651
Total $ 5,463,813 $ 4,891,144
Demand deposits, Interest-bearing, Weighted Average Rate 0.255% 0.635%
Money market and savings, Weighted Average Rate 0.634% 1.355%
Certificates of deposits, Weighted Average Rate 0.902% 1.971%
Total, Weighted Average Rate 0.449% 1.217%