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Retirement Plans (Textual) (Details)
$ in Thousands
12 Months Ended
Aug. 31, 2016
USD ($)
Dec. 31, 2016
USD ($)
employee
shares
Dec. 31, 2015
USD ($)
shares
Dec. 31, 2014
USD ($)
Defined Benefit Plan Disclosure [Line Items]        
Percentage of eligible pay contribution to certain employees   4.00%    
Common Stock, Shares Held by Plan | shares   70,599,133 38,167,861  
Dividends paid (in dollars per share)   $ 49,389 $ 36,918 $ 29,528
Multiemployer Plan, Period Contributions   0    
Multiemployer Plan, Participating Company, Allocation of Plan Liabilities   $ 3,500 2,600  
Multiemployer Plan, Company's Asset Participation Level   5.00%    
Employer discretionary contribution percent   4.00%    
Employer total contribution amount   $ 6,500 4,700 3,300
Contribution to 401(k) savings plan   $ 3,500 3,100 2,300
Maximum annual contribution per employee percent   50.00%    
Employer matching contribution percent   4.00%    
Employer matching contribution amount   $ 3,000 1,600 1,000
Pension Plan        
Defined Benefit Plan Disclosure [Line Items]        
Maximum years of vested service for calculation of retirement benefits   30 years    
Years of employees highest average salary for calculation of retirement benefits   5 years    
Number of years preceding retirement for calculation of retirement benefits   10 years    
Maximum years of service for which pension benefits calculation is based upon vested service and average five years of salary   15 years    
Number of Employees Covered (in employee) | employee   135    
Maximum total years of age and years of service for which pension benefits calculation is based upon vested service and average five years of salary   65 years    
Pension Plan expense   $ 73 1,575 $ (45)
Employer contributions   $ 0 $ 0  
Discount rate used in determining benefit obligation   4.22% 4.55% 4.15%
Discount rate used in determining expense   4.55% 4.15% 5.00%
Pension plan actual asset allocations   100.00% 100.00%  
Projected benefit obligation   $ 123,968 $ 119,873 $ 129,160
Accumulated benefit obligation   $ 115,418 $ 109,583  
Pension Plan | Equity securities        
Defined Benefit Plan Disclosure [Line Items]        
Target plan asset allocations range - minimum   40.00%    
Target plan asset allocations range - maximum   70.00%    
Pension plan actual asset allocations   69.00% 68.00%  
Pension Plan | Debt securities        
Defined Benefit Plan Disclosure [Line Items]        
Target plan asset allocations range - minimum   20.00%    
Target plan asset allocations range - maximum   60.00%    
Pension plan actual asset allocations   29.00% 31.00%  
Pension Plan | Other        
Defined Benefit Plan Disclosure [Line Items]        
Target plan asset allocations range - minimum   0.00%    
Target plan asset allocations range - maximum   10.00%    
Pension plan actual asset allocations   2.00% 1.00%  
Pension Plan | Common Stock        
Defined Benefit Plan Disclosure [Line Items]        
Common Stock, Shares Held by Plan | shares   210,663 210,663.000  
Fair value of common stock   $ 11,400 $ 7,200  
Pension plan actual asset allocations   8.60% 5.70%  
Supplemental Plan        
Defined Benefit Plan Disclosure [Line Items]        
Defined benefits owed related to change in control $ 1,900      
Discount rate used in determining benefit obligation   3.63% 4.51% 4.07%
Discount rate used in determining expense   4.51% 4.07% 4.87%
Number of employees covered by the pension plan | employee   1    
Projected benefit obligation   $ 2,600 $ 2,200  
Accumulated benefit obligation   2,200 1,800  
Supplemental Plan expense   500 400 $ 300
Postretirement Plan        
Defined Benefit Plan Disclosure [Line Items]        
Pension Plan expense   158 278 $ 186
Employer contributions   $ 309 $ 241  
Discount rate used in determining benefit obligation   3.79% 4.23% 3.75%
Discount rate used in determining expense   4.23% 3.75% 4.27%
Expected health care cost trend rate assumed for 2014   7.00%    
Expected ultimate health care cost trend rate in 2020   5.00%    
Projected benefit obligation   $ 2,601 $ 3,247 $ 3,702
Accumulated benefit obligation   $ 2,601 3,247  
Minimum retirement age (years)   50 years    
Maximum benefit age of spouse (years)   65 years    
Minimum retirement age with twenty-five years of service to be eligible for postretirement benefits (years)   60 years    
Minimum years of service for retirees at age sixty to be eligible for postretirement benefits (years)   25 years    
Chemical Financial Corporation | Pension Plan | Common Stock        
Defined Benefit Plan Disclosure [Line Items]        
Dividends paid (in dollars per share)   $ 200 $ 200