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Restatement of Previously Issued Financial Information - Summary of Impacts of the Restatement Adjustments on Previously Reported Consolidated Statements of Comprehensive Income (Details) - USD ($) $ in Thousands | 3 Months Ended
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Nov. 30, 2018 | Nov. 30, 2017
Error Corrections and Prior Period Adjustments Restatement [Line Items] |  |
Net income (loss) | $ 347,115 | $ 187,182
Other comprehensive income (loss), net of tax: |  |
Postretirement benefit plan activity | 2,101 | 1,594
Unrealized net gain (loss) on available for sale investments | 0 | 3,640
Cash flow hedges | (1,307) | (4)
Foreign currency translation adjustment |  | (2,211)
Other comprehensive income (loss), net of tax | 389 | 3,019
Comprehensive income | 347,504 | 190,201
Less comprehensive income attributable to noncontrolling interests | (389) | (464)
Comprehensive income attributable to CHS Inc. | $ 347,893 | 190,665
As Previously Reported |  |
Error Corrections and Prior Period Adjustments Restatement [Line Items] |  |
Net income (loss) |  | 179,619
Other comprehensive income (loss), net of tax: |  |
Postretirement benefit plan activity |  | 4,196
Unrealized net gain (loss) on available for sale investments |  | 3,640
Cash flow hedges |  | (4)
Foreign currency translation adjustment |  | (2,607)
Other comprehensive income (loss), net of tax |  | 5,225
Comprehensive income |  | 184,844
Less comprehensive income attributable to noncontrolling interests |  | (464)
Comprehensive income attributable to CHS Inc. |  | 185,308
Restatement Adjustments |  |
Error Corrections and Prior Period Adjustments Restatement [Line Items] |  |
Net income (loss) |  | 7,563
Other comprehensive income (loss), net of tax: |  |
Postretirement benefit plan activity |  | (2,602)
Unrealized net gain (loss) on available for sale investments |  | 0
Cash flow hedges |  | 0
Foreign currency translation adjustment |  | 396
Other comprehensive income (loss), net of tax |  | (2,206)
Comprehensive income |  | 5,357
Less comprehensive income attributable to noncontrolling interests |  | 0
Comprehensive income attributable to CHS Inc. |  | $ 5,357

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