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Unaudited Quarterly Financial Data (Details) - USD ($)
$ / shares in Units, shares in Thousands, $ in Thousands
3 Months Ended 12 Months Ended
Aug. 31, 2020
May 31, 2020
Feb. 28, 2020
Nov. 30, 2019
Aug. 31, 2019
May 31, 2019
Feb. 28, 2019
Nov. 30, 2018
Aug. 31, 2020
Aug. 31, 2019
Aug. 31, 2018
Quarterly Financial Information Disclosure [Abstract]                      
Revenue $ 383,590 $ 374,083 $ 369,780 $ 366,658 $ 364,283 $ 364,533 $ 354,895 $ 351,640 $ 1,494,111 $ 1,435,351 $ 1,350,145
Cost of services 183,568 170,703 176,218 164,957 167,730 163,832 165,108 166,776 695,446 663,446 659,296
Selling, general and administrative 101,445 81,740 87,305 88,515 84,985 83,461 81,099 84,325 359,005 333,870 324,645
Operating income 98,577 121,640 106,257 113,186 111,568 117,240 108,688 100,539 439,660 438,035 366,204
Net income $ 89,079 $ 101,216 $ 88,686 $ 93,957 $ 91,527 $ 92,265 $ 84,702 $ 84,296 $ 372,938 $ 352,790 $ 267,085
Diluted EPS (in dollars per share) $ 2.29 $ 2.63 $ 2.30 $ 2.43 $ 2.34 $ 2.37 $ 2.19 $ 2.17 $ 9.65 $ 9.08 $ 6.78
Diluted weighted average common shares (in shares) 38,940 38,481 38,576 38,587 39,056 38,993 38,619 38,809 38,646 38,873 39,377