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Description of Business and Summary of Significant Accounting Policies (Details)
1 Months Ended 12 Months Ended
Jan. 31, 2020
Jan. 31, 2020
Dec. 31, 2019
USD ($)
branch
segment
$ / shares
shares
Dec. 31, 2018
USD ($)
$ / shares
shares
Jan. 01, 2019
USD ($)
Basis of Financial Statement Presentation [Abstract]          
Number of additional branch office locations | branch     7    
Income Taxes [Abstract]          
Recognize interest, related to income tax     $ 0 $ 0  
Recognize penalties, related to income tax     0 0  
Uncertain tax positions     $ 0 0  
Segment Reporting [Abstract]          
Number of reportable segments | segment     1    
Investment securities:          
Net unrealized gains (losses) arising during the period     $ 918,000 (624,000)  
Tax effect related to the unrealized loss during the periods     (227,000) 148,000  
Reclassification of prior tax effects     0 (27,000)  
Total unrealized (losses) gains on investment securities     691,000 (503,000)  
Basic earnings per common share          
Net income available to common shareholders     $ 29,817,000 $ 24,378,000  
Basic weighted-average common shares outstanding (in shares) | shares     11,838,096 10,592,414  
Basic earnings per common share (in dollars per share) | $ / shares     $ 2.52 $ 2.30  
Diluted earnings per common share          
Net income available to common shareholders     $ 29,817,000 $ 24,378,000  
Dividend on Preferred Series B     24,000 446,000  
Net income attributable to diluted common shares     $ 29,841,000 $ 24,824,000  
Basic weighted-average common shares outstanding (in shares) | shares     11,838,096 10,592,414  
Dilutive potential common shares (in shares) | shares     172,986 1,410,065  
Diluted weighted-average common shares outstanding (in shares) | shares     12,011,082 12,002,479  
Diluted earnings per common share (in dollars per share) | $ / shares     $ 2.48 $ 2.07  
Operating lease, right-of-use asset     $ 2,544,000    
Operating lease, liability     $ 2,544,000    
Number of retail branch locations | branch     3    
Subsequent Event          
Diluted earnings per common share          
Common stock, dividend rate, percentage 10.00% 10.00%      
Common Stock Options          
Diluted earnings per common share          
Securities not included in the computation of diluted EPS (in shares) | shares     124,000 124,000  
Computers and Software          
Company Premises and Equipment [Abstract]          
Estimated useful lives     3 years    
Equipment | Minimum          
Company Premises and Equipment [Abstract]          
Estimated useful lives     5 years    
Equipment | Maximum          
Company Premises and Equipment [Abstract]          
Estimated useful lives     10 years    
Building          
Company Premises and Equipment [Abstract]          
Estimated useful lives     40 years    
Accounting Standards Update 2016-02          
Diluted earnings per common share          
Operating lease, right-of-use asset         $ 2,800,000
Operating lease, liability         $ 2,800,000
Parke Direct Lending LLC          
Basis of Financial Statement Presentation [Abstract]          
Ownership interest in joint venture (in hundredths)     51.00%