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Segment Reporting - Additional Information (Details)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
USD ($)
Jun. 30, 2017
USD ($)
Jun. 30, 2018
USD ($)
Segment
Jun. 30, 2017
USD ($)
Segment Reporting Information [Line Items]        
Number of reportable segments | Segment     2  
Interest income $ 54,529 $ 29,350 $ 105,222 $ 58,356
Mortgage Segment        
Segment Reporting Information [Line Items]        
Interest paid $ 4,517 $ 3,831 $ 9,025 $ 7,382
Mortgage Segment | Prime Interest Rate        
Segment Reporting Information [Line Items]        
Warehouse line of credit interest rate 5.00% 4.25% 5.00% 4.25%
Banking Segment        
Segment Reporting Information [Line Items]        
Interest income $ 4,517 $ 3,831 $ 9,025 $ 7,382