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Derivative Financial Instruments - Effect of Derivatives on Income (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Derivative Instruments, Gain (Loss) [Line Items]                      
Interest income $ 37,877 $ 37,694 $ 36,844 $ 34,999 $ 31,849 $ 30,223 $ 27,416 $ 25,979 $ 147,414 $ 115,467 $ 84,697
Interest expense 22,503 22,450 20,739 18,755 16,428 14,253 11,955 10,564 84,447 53,200 30,715
Net interest income $ 15,374 $ 15,244 $ 16,105 $ 16,244 $ 15,421 $ 15,970 $ 15,461 $ 15,415 62,967 62,267 53,982
Interest rate swaps assets                      
Derivative Instruments, Gain (Loss) [Line Items]                      
Amount of Loss Recognized in Other Comprehensive Income in the Twelve Months Ended                 (9,071) (4,358) 0
Interest income                 (1,624) (230) 0
Interest expense                 1,091 328 0
Net interest income                 (2,715) (558) 0
Interest rate swaps assets | Loans                      
Derivative Instruments, Gain (Loss) [Line Items]                      
Interest income                 (1,533) (100) 0
Interest rate swaps assets | Securities - taxable                      
Derivative Instruments, Gain (Loss) [Line Items]                      
Interest income                 (127) (153) 0
Interest rate swaps assets | Securities - non-taxable                      
Derivative Instruments, Gain (Loss) [Line Items]                      
Interest income                 36 23 0
Interest rate swaps assets | Deposits                      
Derivative Instruments, Gain (Loss) [Line Items]                      
Interest expense                 618 151 0
Interest rate swaps assets | Other borrowed funds                      
Derivative Instruments, Gain (Loss) [Line Items]                      
Interest expense                 $ 473 $ 177 $ 0