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Deposits - Total deposits - (Details) - USD ($)
$ in Thousands
Mar. 31, 2018
Dec. 31, 2017
Mar. 31, 2017
Deposits      
Certificates of deposit $ 1,765,576 $ 1,738,384 $ 1,060,048
Interest-bearing demand deposits 5,308,154 5,300,108 3,981,920
Non-interest bearing demand deposits 3,120,818 3,047,432 2,599,111
Savings deposits 1,464,074 1,443,918 1,388,388
Other time deposits 4,476 2,924 3,971
Total deposits $ 11,663,098 $ 11,532,766 $ 9,033,438