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Deposits and Borrowings - Schedule of Borrowings (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Deposits [Abstract]    
Securities sold under agreements with customers to repurchase. $ 625,499 $ 412,743
Federal funds purchased 24,600 17,350
Other borrowings 21,053
Total $ 671,152 $ 430,093