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Deposits - Summary of certificates of deposit by maturity (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Deposits [Abstract]    
2020 $ 4,612,460  
2021 1,149,007  
2022 734,322  
2023 502,572  
2024 615,875  
2025 and thereafter 60,561  
Total certificates of deposit $ 7,674,797 $ 7,616,764