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Description of Company and Basis of Presentation (Details)
$ / shares in Units, $ in Thousands
12 Months Ended
Oct. 11, 2019
shares
Sep. 24, 2019
$ / shares
shares
Feb. 24, 2017
shares
Feb. 15, 2017
USD ($)
$ / shares
shares
Dec. 31, 2019
USD ($)
employee
branch
Dec. 31, 2018
USD ($)
Class of Stock [Line Items]            
Number of employees (more than) | employee         3,500  
Number of branch locations (more than ) | branch         175  
Proceeds from issuance of IPO | $       $ 164,000    
Repayments of borrowings outstanding | $       $ 164,000 $ 0 $ 23,872
Option period         30  
Percentage of ownership before transaction 65.30%          
Percentage of ownership after transaction 52.50%          
IPO            
Class of Stock [Line Items]            
Number of shares issued in transaction (in shares)       12,800,000    
Offering price (in dollars per share) | $ / shares       $ 14.00    
Over-Allotment Option            
Class of Stock [Line Items]            
Number of shares issued in transaction (in shares) 712,500 712,500        
Subsidiaries            
Class of Stock [Line Items]            
Number of shares issued in transaction (in shares)   4,750,000        
Offering price (in dollars per share) | $ / shares   $ 17.00        
Subsidiaries | Over-Allotment Option            
Class of Stock [Line Items]            
Number of shares issued in transaction (in shares)     1,920,000