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Deposits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Interest expense on deposits [Abstract]      
Transaction deposits $ 132,854 $ 65,859 $ 28,627
Savings 677 439 359
Time Deposit, Interest Expense [Abstract]      
Certificates of deposits under $100,000 8,299 5,751 7,702
Certificates of deposits $100,000 and over 29,288 19,739 12,393
Other time deposits 4,420 3,729 4,722
Total time 42,007 29,219 24,817
Total 175,538 95,517 $ 53,803
Time Deposit Information [Abstract]      
Time deposits in denomination of $250,000 or more 845,000 756,000  
Time Deposit Maturities [Abstract]      
2020 1,500,000    
2021 230,000    
2022 104,000    
2023 103,000    
2024 55,000    
Thereafter 228,000    
Other Deposits Information [Abstract]      
Overdrawn customer transaction deposits reclassified as loan balances $ 8,700 $ 27,000