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CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE INCOME - USD ($) shares in Thousands, $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2017 | Dec. 31, 2016 | Dec. 31, 2015
Revenues: |  |  |
Transportation | $ 13,502,906 | $ 11,704,745 | $ 11,989,780
Sourcing | 1,366,474 | 1,439,668 | 1,486,304
Total revenues | 14,869,380 | 13,144,413 | 13,476,084
Costs and expenses: |  |  |
Purchased transportation and related services | 11,257,290 | 9,549,934 | 9,842,271
Purchased products sourced for resale | 1,244,040 | 1,316,951 | 1,365,333
Personnel expenses | 1,179,527 | 1,064,936 | 1,051,410
Other selling, general, and administrative expenses | 413,404 | 375,061 | 358,760
Total costs and expenses | 14,094,261 | 12,306,882 | 12,617,774
Income from operations | 775,119 | 837,531 | 858,310
Interest and other expense | (46,656) | (25,581) | (35,529)
Income before provision for income taxes | 728,463 | 811,950 | 822,781
Provision for income taxes | 223,570 | 298,566 | 313,082
Net income | 504,893 | 513,384 | 509,699
Other comprehensive income/(loss) | 42,982 | (23,496) | (9,336)
Comprehensive income | $ 547,875 | $ 489,888 | $ 500,363
Basic net income per share (in dollars per share) | $ 3.59 | $ 3.60 | $ 3.52
Diluted net income per share (in dollars per share) | $ 3.57 | $ 3.59 | $ 3.51
Basic weighted average shares outstanding (in shares) | 140,610 | 142,706 | 144,967
Dilutive effect of outstanding stock awards (in shares) | 772 | 285 | 382
Diluted weighted average shares outstanding (in shares) | 141,382 | 142,991 | 145,349

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