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Revenue - Effect of New Revenue Guidance, Impact on Income Statement (Details) - USD ($) $ in Thousands | 3 Months Ended | 6 Months Ended
--- | --- | ---
Feb. 28, 2019 | Feb. 28, 2018 | Feb. 28, 2019 | Feb. 28, 2018
New Accounting Pronouncements or Change in Accounting Principle [Line Items] |  |  |  |
Net revenue | $ 6,066,990 | $ 5,301,101 | $ 12,573,265 | $ 10,886,633
Cost of revenue | 5,612,116 | 4,903,968 | 11,598,741 | 10,020,215
Operating income | 153,983 | 129,532 | 370,693 | 275,286
Income tax expense | 33,219 | 48,734 | 74,032 | 92,254
Net income | 67,607 | $ 37,528 | 191,681 | $ 101,447
Balance without the adoption of ASU 2014-09 |  |  |  |
New Accounting Pronouncements or Change in Accounting Principle [Line Items] |  |  |  |
Net revenue | 5,985,439 |  | 12,229,174 |
Cost of revenue | 5,556,714 |  | 11,317,170 |
Operating income | 127,835 |  | 308,174 |
Income tax expense | 36,867 |  | 76,783 |
Net income | $ 37,811 |  | $ 126,411 |

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