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Revenues - Disaggregation of Revenues (Details) - USD ($)
$ in Thousands
 3 Months Ended 9 Months Ended
May 31, 2021
May 31, 2020
May 31, 2021
May 31, 2020
Disaggregation of Revenue [Line Items]        
Revenues $ 10,929,976 $ 7,241,031 $ 27,965,778 $ 21,460,742
Energy        
Disaggregation of Revenue [Line Items]        
Revenues 1,704,798 890,919 4,334,803 4,247,392
Ag        
Disaggregation of Revenue [Line Items]        
Revenues 9,216,204 6,337,901 23,599,818 17,173,958
Corporate and Other        
Disaggregation of Revenue [Line Items]        
Revenues 8,974 12,211 31,157 39,392
ASC Topic 606        
Disaggregation of Revenue [Line Items]        
Revenues 4,347,961 2,794,668 9,180,999 8,294,813
ASC Topic 606 | Energy        
Disaggregation of Revenue [Line Items]        
Revenues 1,533,643 762,053 3,841,678 3,831,806
ASC Topic 606 | Ag        
Disaggregation of Revenue [Line Items]        
Revenues 2,810,389 2,026,588 5,324,396 4,446,097
ASC Topic 606 | Corporate and Other        
Disaggregation of Revenue [Line Items]        
Revenues 3,929 6,027 14,925 16,910
ASC Topic 815        
Disaggregation of Revenue [Line Items]        
Revenues 6,560,832 4,419,493 18,725,360 13,096,694
ASC Topic 815 | Energy        
Disaggregation of Revenue [Line Items]        
Revenues 171,155 128,866 493,125 415,586
ASC Topic 815 | Ag        
Disaggregation of Revenue [Line Items]        
Revenues 6,389,677 4,290,627 18,232,235 12,681,108
ASC Topic 815 | Corporate and Other        
Disaggregation of Revenue [Line Items]        
Revenues 0 0 0 0
Other Guidance        
Disaggregation of Revenue [Line Items]        
Revenues 21,183 26,870 59,419 69,235
Other Guidance | Energy        
Disaggregation of Revenue [Line Items]        
Revenues 0 0 0 0
Other Guidance | Ag        
Disaggregation of Revenue [Line Items]        
Revenues 16,138 20,686 43,187 46,753
Other Guidance | Corporate and Other        
Disaggregation of Revenue [Line Items]        
Revenues $ 5,045 $ 6,184 $ 16,232 $ 22,482