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REVENUE RECOGNITION - Disaggregation of Revenue (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Aug. 31, 2019
[1]
May 31, 2019
[1]
Feb. 28, 2019
[1]
Nov. 30, 2018
[1]
Aug. 31, 2018
May 31, 2018
[1]
Feb. 28, 2018
[1]
Nov. 30, 2017
[1]
Aug. 31, 2019
Aug. 31, 2018
Aug. 31, 2017
Disaggregation of Revenue [Line Items]                      
Net sales $ 1,543,005 $ 1,605,872 $ 1,402,783 $ 1,277,342 $ 1,308,438 $ 1,204,484 $ 1,054,268 $ 1,076,533 $ 5,829,002 $ 4,643,723 $ 3,844,069
Steel products                      
Disaggregation of Revenue [Line Items]                      
Net sales                 4,481,622 3,114,227 2,584,359
Ferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 447,530 550,602 413,441
Nonferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 518,687 630,609 506,220
Construction materials                      
Disaggregation of Revenue [Line Items]                      
Net sales                 259,685 249,538 228,910
Other                      
Disaggregation of Revenue [Line Items]                      
Net sales                 121,478 98,747 111,139
Americas Recycling                      
Disaggregation of Revenue [Line Items]                      
Net sales                 908,451 1,117,714 865,462
Americas Recycling | Steel products                      
Disaggregation of Revenue [Line Items]                      
Net sales                 814 1,166 470
Americas Recycling | Ferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 412,456 516,133 383,164
Americas Recycling | Nonferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 493,225 598,970 480,676
Americas Recycling | Construction materials                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 0
Americas Recycling | Other                      
Disaggregation of Revenue [Line Items]                      
Net sales                 1,956 1,445 1,152
Americas Mills                      
Disaggregation of Revenue [Line Items]                      
Net sales                 1,882,994 1,204,181 917,689
Americas Mills | Steel products                      
Disaggregation of Revenue [Line Items]                      
Net sales                 1,763,017 1,099,286 825,778
Americas Mills | Ferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 33,716 33,154 29,193
Americas Mills | Nonferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 14,453 17,714 15,917
Americas Mills | Construction materials                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 0
Americas Mills | Other                      
Disaggregation of Revenue [Line Items]                      
Net sales                 71,808 54,027 46,801
Americas Fabrication                      
Disaggregation of Revenue [Line Items]                      
Net sales                 2,209,671 1,416,572 1,364,826
Americas Fabrication | Steel products                      
Disaggregation of Revenue [Line Items]                      
Net sales                 1,936,994 1,160,373 1,126,919
Americas Fabrication | Ferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 8 27 4
Americas Fabrication | Nonferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 0
Americas Fabrication | Construction materials                      
Disaggregation of Revenue [Line Items]                      
Net sales                 259,685 249,538 228,910
Americas Fabrication | Other                      
Disaggregation of Revenue [Line Items]                      
Net sales                 12,984 6,634 8,993
International Mill                      
Disaggregation of Revenue [Line Items]                      
Net sales                 815,723 885,919 636,402
International Mill | Steel products                      
Disaggregation of Revenue [Line Items]                      
Net sales                 780,797 853,402 603,925
International Mill | Ferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 1,350 1,288 1,080
International Mill | Nonferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 11,009 13,925 9,627
International Mill | Construction materials                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 0
International Mill | Other                      
Disaggregation of Revenue [Line Items]                      
Net sales                 22,567 17,304 21,770
Corporate                      
Disaggregation of Revenue [Line Items]                      
Net sales                 12,163 19,337 59,690
Corporate | Steel products                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 27,267
Corporate | Ferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 0
Corporate | Nonferrous scrap                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 0
Corporate | Construction materials                      
Disaggregation of Revenue [Line Items]                      
Net sales                 0 0 0
Corporate | Other                      
Disaggregation of Revenue [Line Items]                      
Net sales                 $ 12,163 $ 19,337 $ 32,423
[1] Excludes discontinued operations.