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Regulatory Capital and Reserve Requirements (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Jan. 22, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Compliance with Regulatory Capital Requirements under Banking Regulations [Line Items]                                
Minimum average regulatory cash reserve balance   $ 57,000       $ 71,700               $ 57,000 $ 71,700  
Leverage Ratio:                                
Cash dividends declared per share (in dollars per share)   $ 0.34 $ 0.34 $ 0.28 $ 0.28 $ 0.28 $ 0.28 $ 0.27 $ 0.27 $ 0.27 $ 0.27 $ 0.26 $ 0.26 $ 1.24 $ 1.10 $ 1.06
Subsequent Event                                
Leverage Ratio:                                
Cash dividends declared per share (in dollars per share) $ 0.34                              
Chemical Financial Corporation                                
Compliance with Regulatory Capital Requirements under Banking Regulations [Line Items]                                
Risk weighted assets   $ 16,100,000       $ 14,740,000               $ 16,100,000 $ 14,740,000  
Total Capital to Risk-Weighted Assets:                                
Actual, Capital Amount   $ 1,855,922       $ 1,614,046               $ 1,855,922 $ 1,614,046  
Actual, Ratio   11.50%       11.00%               11.50% 11.00%  
Minimum Required for Capital Adequacy Purposes, Capital Amount   $ 1,288,363       $ 1,179,076               $ 1,288,363 $ 1,179,076  
Minimum Required for Capital Adequacy Purposes, Ratio   8.00%       8.00%               8.00% 8.00%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 1,590,323       $ 1,363,307               $ 1,590,323 $ 1,363,307  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   9.90%       9.30%               9.90% 9.30%  
Tier 1 Capital to Risk-Weighted Assets:                                
Actual, Capital Amount   $ 1,723,004       $ 1,498,463               $ 1,723,004 $ 1,498,463  
Actual, Ratio   10.70%       10.20%               10.70% 10.20%  
Minimum Required for Capital Adequacy Purposes, Capital Amount   $ 966,272       $ 884,307               $ 966,272 $ 884,307  
Minimum Required for Capital Adequacy Purposes, Ratio   6.00%       6.00%               6.00% 6.00%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 1,268,232       $ 1,068,538               $ 1,268,232 $ 1,068,538  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   7.90%       7.30%               7.90% 7.30%  
Common Equity Tier 1 Capital to Risk-Weighted Assets                                
Actual, Capital Amount   $ 1,723,004       $ 1,498,463               $ 1,723,004 $ 1,498,463  
Minimum Required for Capital Adequacy Purposes, Capital Amount   10.70%       10.20%               10.70% 10.20%  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Capital Amount   $ 724,704       $ 663,230               $ 724,704 $ 663,230  
Actual, Ratio   4.50%       4.50%               4.50% 4.50%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 1,026,664       $ 847,461               $ 1,026,664 $ 847,461  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   6.40%       5.80%               6.40% 5.80%  
Leverage Ratio:                                
Actual, Capital Amount   $ 1,723,004       $ 1,498,463               $ 1,723,004 $ 1,498,463  
Actual, Ratio   8.70%       8.30%               8.70% 8.30%  
Minimum Required for Capital Adequacy Purposes, Capital Amount   $ 793,669       $ 720,890               $ 793,669 $ 720,890  
Minimum Required for Capital Adequacy Purposes, Ratio   4.00%       4.00%               4.00% 4.00%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 793,669       $ 720,890               $ 793,669 $ 720,890  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   4.00%       4.00%               4.00% 4.00%  
Cash dividends from subsidiaries                           $ 114,300 $ 165,000 $ 110,450
Chemical Bank                                
Compliance with Regulatory Capital Requirements under Banking Regulations [Line Items]                                
Risk weighted assets   $ 16,070,000       $ 14,700,000               16,070,000 14,700,000  
Total Capital to Risk-Weighted Assets:                                
Actual, Capital Amount   $ 1,825,742       $ 1,613,087               $ 1,825,742 $ 1,613,087  
Actual, Ratio   11.40%       11.00%               11.40% 11.00%  
Minimum Required for Capital Adequacy Purposes, Capital Amount   $ 1,285,444       $ 1,176,361               $ 1,285,444 $ 1,176,361  
Minimum Required for Capital Adequacy Purposes, Ratio   8.00%       8.00%               8.00% 8.00%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 1,586,719       $ 1,360,167               $ 1,586,719 $ 1,360,167  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   9.90%       9.30%               9.90% 9.30%  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Capital Amount   $ 1,606,804       $ 1,470,451               $ 1,606,804 $ 1,470,451  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Ratio   10.00%       10.00%               10.00% 10.00%  
Tier 1 Capital to Risk-Weighted Assets:                                
Actual, Capital Amount   $ 1,708,724       $ 1,513,219               $ 1,708,724 $ 1,513,219  
Actual, Ratio   10.60%       10.30%               10.60% 10.30%  
Minimum Required for Capital Adequacy Purposes, Capital Amount   $ 964,083       $ 882,271               $ 964,083 $ 882,271  
Minimum Required for Capital Adequacy Purposes, Ratio   6.00%       6.00%               6.00% 6.00%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 1,265,358       $ 1,066,077               $ 1,265,358 $ 1,066,077  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   7.90%       7.30%               7.90% 7.30%  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Capital Amount   $ 1,285,444       $ 1,176,361               $ 1,285,444 $ 1,176,361  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Ratio   8.00%       8.00%               8.00% 8.00%  
Common Equity Tier 1 Capital to Risk-Weighted Assets                                
Actual, Capital Amount   $ 1,708,724       $ 1,513,219               $ 1,708,724 $ 1,513,219  
Minimum Required for Capital Adequacy Purposes, Capital Amount   10.60%       10.30%               10.60% 10.30%  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Capital Amount   $ 723,062       $ 661,703               $ 723,062 $ 661,703  
Actual, Ratio   4.50%       4.50%               4.50% 4.50%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 1,024,338       $ 845,509               $ 1,024,338 $ 845,509  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   6.40%       5.80%               6.40% 5.80%  
Minimum Required for Capital Adequacy Purposes, Ratio   $ 1,044,423       $ 955,793               $ 1,044,423 $ 955,793  
Required to be Well Capital Under Prompt Corrective Action Regulations, Ratio   6.50%       6.50%               6.50% 6.50%  
Leverage Ratio:                                
Actual, Capital Amount   $ 1,708,724       $ 1,513,219               $ 1,708,724 $ 1,513,219  
Actual, Ratio   8.60%       8.40%               8.60% 8.40%  
Minimum Required for Capital Adequacy Purposes, Capital Amount   $ 792,184       $ 720,043               $ 792,184 $ 720,043  
Minimum Required for Capital Adequacy Purposes, Ratio   4.00%       4.00%               4.00% 4.00%  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Amount   $ 792,184       $ 720,043               $ 792,184 $ 720,043  
For Capital Adequacy Purposes Plus Capital Conservation Buffer Ratio   4.00%       4.00%               4.00% 4.00%  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Capital Amount   $ 990,230       $ 900,053               $ 990,230 $ 900,053  
Required to be Well Capitalized Under Prompt Corrective Action Regulations, Ratio   5.00%       5.00%               5.00% 5.00%