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Allowance for Credit Losses - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2021
Sep. 30, 2020
Sep. 30, 2021
Sep. 30, 2020
Jun. 30, 2021
Dec. 31, 2020
Jun. 30, 2020
Jan. 01, 2020
Dec. 31, 2019
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss $ 108,348 $ 120,998 $ 108,348 $ 120,998 $ 109,636 $ 117,612 $ 114,609   $ 62,224
Provision for credit losses on loans 2,302 19,302 7,612 123,564          
Provision for credit losses 1,085 (1,816) 1,476 727          
COVID-19                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Financing receivable, credit loss, expense (reversal), period increase (decrease) 14,100 17,500 115,600 124,300          
Provision for credit losses on loans 3,400   8,700            
Provision for credit losses 1,100   $ 1,500            
Forecast period     2 years            
Commercial and industrial | Commercial                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss 26,239 14,211 $ 26,239 14,211 $ 14,426 $ 16,100 $ 19,164   15,681
Provision for credit losses on loans $ 11,599 $ (4,155) $ 14,552 $ 62,949          
Impact of new accounting standard                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss                 27,352
Impact of new accounting standard | ASU No. 2016-13                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss               $ 27,400  
Impact of new accounting standard | S&T legacy loans | ASU No. 2016-13                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss               8,200  
Impact of new accounting standard | Commercial and industrial | Commercial                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss                 $ 7,853
Impact of new accounting standard | Commercial and industrial | Commercial | ASU No. 2016-13                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss               9,900  
Impact of new accounting standard | DNB | ASU No. 2016-13                  
Financing Receivable, Allowance for Credit Loss [Line Items]                  
Adjustment to allowance for credit loss               $ 9,300