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Summary of Significant Accounting Policies (Details)
3 Months Ended 12 Months Ended
Dec. 31, 2017
USD ($)
$ / shares
Sep. 30, 2017
$ / shares
Jun. 30, 2017
$ / shares
Mar. 31, 2017
USD ($)
$ / shares
Dec. 31, 2016
USD ($)
$ / shares
Sep. 30, 2016
$ / shares
Jun. 30, 2016
$ / shares
Mar. 31, 2016
USD ($)
$ / shares
Dec. 31, 2015
USD ($)
$ / shares
shares
Sep. 30, 2015
$ / shares
Jun. 30, 2015
$ / shares
Mar. 31, 2015
$ / shares
Dec. 31, 2017
USD ($)
$ / shares
shares
Dec. 31, 2016
USD ($)
$ / shares
shares
Dec. 31, 2015
USD ($)
$ / shares
shares
Dec. 31, 2014
shares
Dec. 31, 2017
USD ($)
Dec. 31, 2017
market
Dec. 31, 2017
Rate
Dec. 31, 2017
shares
Dec. 31, 2016
USD ($)
shares
Schedule of Equity Method Investments [Line Items]                                          
Deferred tax asset/liability revaluation                         $ 31,485,672 $ 0 $ 0            
Number of Markets in Which Entity Operates | market                                   11      
Goodwill [Roll Forward]                                          
Balance at December 31, 2016       $ 551,593,796                 551,593,796                
Goodwill, Acquired During Period                         1,256,455,000                
Goodwill, Purchase Accounting Adjustments                         0                
Goodwill, Other Increase (Decrease)                         (47,000)                
Balance at December 31, 2017 $ 1,808,001,781       $ 551,593,796               1,808,001,781 551,593,796              
Finite-lived Intangible Assets [Roll Forward]                                          
Balance at December 31, 2016       15,104,000                 15,104,000                
Acquisitions                         50,422,000                
Amortization                         (8,815,609) (4,281,459) (1,973,953)            
Change in purchase price allocation of previous acquisitions                         0                
Other changes                         0                
Balance at December 31, 2017 56,710,391       15,104,000               56,710,391 15,104,000              
Balance at December 31, 2016       566,697,796                 566,697,796                
Acquisitions                         1,306,877,000                
Amortization                         (8,815,609)                
Change in purchase price allocation of previous acquisitions                         0                
Other changes                         (47,000)                
Balance at December 31, 2017 1,864,712,172       566,697,796               1,864,712,172 566,697,796              
Finite-Lived Intangible Assets, Net [Abstract]                                          
Finite-Lived Intangible Assets, Gross                                 $ 92,787,000       $ 42,365,000
Accumulated amortization                                 (36,077,000)       (27,261,000)
Net book value $ 56,710,391     $ 15,104,000 $ 15,104,000               $ 15,104,000 15,104,000     56,710,391       15,104,000
Cash Equivalents and Cash Flows [Abstract]                                          
Cash equivalents maturity period                         90 days                
Cash Payments [Abstract]                                          
Interest                         $ 91,628,041 37,002,870 17,435,292            
Income taxes paid                         81,538,510 49,503,637 45,715,968            
Noncash Transactions [Abstract]                                          
Loans charged-off to the allowance for loan losses                         (22,046,511) (31,112,118) (21,148,034)            
Real Estate Owned, Transfer to Real Estate Owned                         6,227,509 4,453,060 341,342            
Loans foreclosed upon with repossessions transferred to other repossessed assets                         645,737 1,842,318 8,259,368            
Other real estate sales financed                         907,931 0 0            
Common stock issued in connection with acquisitions                         $ 1,850,968,026 222,162,640 269,492,990            
Loans [Abstract]                                          
Number of loan segments                         5                
Net deferred loan fees                         $ 7,800,000 7,600,000              
Percentage of loan portfolio assigned specific risk rating 81.40%                       81.40%                
Premises and Equipment and Leaseholds [Abstract]                                          
Deferred liability associated with escalating rentals                                 3,500,000        
Other Assets [Abstract]                                          
Premises and equipment, net                                 266,013,608       88,904,145
Amortization                         $ 2,500,000 2,300,000 1,300,000            
Cash surrender value of life insurance                                 415,900,000       150,600,000
Noninterest income related to cash surrender value of bank owned life insurance policies                         7,900,000 3,500,000 2,500,000            
investments are included in CRA investments                                 23,900,000       18,900,000
Investments as per community reinvestment act                                 44,000,000       43,100,000
Variable Interest Entity [Line Items]                                          
Federal Reserve Bank and Federal Home Loan Bank (FHLB) stock                                 46,400,000       31,400,000
Investments in other entities at fair value                                 24,400,000       8,300,000
Gain (loss) due to change in fair value of investments                         $ (552,310) (233,000)              
Number of trusts investment 12                       12                
Value of investments with trust companies                                 221,667,490       205,359,844
Other Real Estate Owned [Abstract]                                          
Other real estate owned                                 29,100,000       6,500,000
Valuation allowance related to other real estate owned                                 1,224,066       400,000
Foreclosed real estate expense                         $ 1,079,000 $ 396,000 (306,000)            
Income Tax Contingency [Line Items]                                          
Unrecognized Tax Benefits, Income Tax Penalties and Interest Accrued                 $ (96,000)           $ (96,000)   0       $ 0
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]                                          
Stock options outstanding (in shares) | shares                 1,251,601           1,251,601 698,488       274,586 550,490
Incremental Common Shares Attributable to Dilutive Effect of Share-based Payment Arrangements | shares                         567,611 694,909 958,320            
Antidilutive Securities Excluded from Computation of Earnings Per Share, Amount | shares                         0                
Basic earnings per share calculation [Abstract]                                          
Numerator - Net income (loss) available to common stockholders                         $ 173,979,487 $ 127,224,695 $ 95,509,402            
Denominator - Weighted average common shares outstanding (in shares) | shares                         63,760,578 43,037,083 37,015,468            
Basic net income per common share (in dollars per share) | $ / shares $ 0.35 $ 0.84 $ 0.81 $ 0.83 $ 0.79 $ 0.71 $ 0.75 $ 0.70 $ 0.67 $ 0.64 $ 0.65 $ 0.62 $ 2.73 $ 2.96 $ 2.58            
Diluted net income per share calculation [Abstract]                                          
Numerator - Net income (loss) available to common stockholders                         $ 173,979,487 $ 127,224,695 $ 95,509,402            
Denominator - Weighted average common shares outstanding (in shares) | shares                         63,760,578 43,037,083 37,015,468            
Dilutive shares (in shares) | shares                         567,611 694,909 958,320            
Weighted average diluted common shares outstanding (in shares) | shares                         64,328,189 43,731,992 37,973,788            
Diluted net income per common share (in dollars per share) | $ / shares $ 0.35 $ 0.83 $ 0.80 $ 0.82 $ 0.78 $ 0.71 $ 0.73 $ 0.68 $ 0.65 $ 0.62 $ 0.64 $ 0.62 $ 2.70 $ 2.91 $ 2.52            
Mortgage Servicing Rights [Abstract]                                          
Servicing Asset at Amortized Cost                 $ 6,412,000           $ 6,412,000            
Mortgage servicing rights associated with Fannie Mae portfolio               $ 830,000,000                          
Proceeds from sale of mortgage servicing rights               6,600,000         $ 0 $ 6,747,626 $ 0            
Income Recorded from Sale of Mortgage Servicing Portfolio               $ 241,000           241,000              
Variable Interest Entity, Primary Beneficiary [Member]                                          
Variable Interest Entity [Line Items]                                          
Value of investments with trust companies                                 3,995,000        
Small Impaired Loans [Member]                                          
Financing Receivable, Impaired [Line Items]                                          
Principal balance of loans subject to individual determination of impairment                                 500,000        
Premises and Equipment [Member] | Minimum                                          
Premises and Equipment and Leaseholds [Abstract]                                          
Premises and equipment, useful life                         3 years                
Premises and Equipment [Member] | Maximum                                          
Premises and Equipment and Leaseholds [Abstract]                                          
Premises and equipment, useful life                         30 years                
Computer Software, Intangible Asset [Member]                                          
Other Assets [Abstract]                                          
Premises and equipment, net                                 $ 9,300,000       $ 5,700,000
Computer Software, Intangible Asset [Member] | Minimum                                          
Premises and Equipment and Leaseholds [Abstract]                                          
Premises and equipment, useful life                         3 years                
Computer Software, Intangible Asset [Member] | Maximum                                          
Premises and Equipment and Leaseholds [Abstract]                                          
Premises and equipment, useful life                         7 years                
Bankers Healthcare Group, LLC [Member]                                          
Schedule of Equity Method Investments [Line Items]                                          
Equity Method Investment, Ownership Percentage 49.00%                       49.00%           49.00%    
Finite-lived Intangible Assets [Roll Forward]                                          
Amortization                         $ (3,300,000) $ (3,400,000)              
Internal Revenue Service (IRS) [Member] | Minimum                                          
Income Tax Contingency [Line Items]                                          
Tax year open to audit under the statute of limitation                               2014          
Internal Revenue Service (IRS) [Member] | Maximum                                          
Income Tax Contingency [Line Items]                                          
Tax year open to audit under the statute of limitation                         2017                
Employee Stock Option [Member]                                          
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]                                          
Stock options outstanding (in shares) | shares                                       274,586  
Accounting Standards Update 2016-09 [Member]                                          
New Accounting Pronouncements or Change in Accounting Principle [Line Items]                                          
Reduction in tax expense due to ASU 2016-09                         $ 5,400,000