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CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE INCOME - USD ($) shares in Thousands, $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2016 | Dec. 31, 2015 | Dec. 31, 2014
Revenues: |  |  |
Transportation | $ 11,704,745 | $ 11,989,780 | $ 11,936,512
Sourcing | 1,439,668 | 1,486,304 | 1,533,555
Total revenues | 13,144,413 | 13,476,084 | 13,470,067
Costs and expenses: |  |  |
Purchased transportation and related services | 9,549,934 | 9,842,271 | 10,044,406
Purchased products sourced for resale | 1,316,951 | 1,365,333 | 1,418,009
Personnel expenses | 1,064,936 | 1,051,410 | 939,021
Other selling, general, and administrative expenses | 375,061 | 358,760 | 320,213
Total costs and expenses | 12,306,882 | 12,617,774 | 12,721,649
Income from operations | 837,531 | 858,310 | 748,418
Interest and other expense | (25,581) | (35,529) | (24,987)
Income before provision for income taxes | 811,950 | 822,781 | 723,431
Provision for income taxes | 298,566 | 313,082 | 273,720
Net income | 513,384 | 509,699 | 449,711
Other comprehensive loss | (23,496) | (9,336) | (17,990)
Comprehensive income | $ 489,888 | $ 500,363 | $ 431,721
Basic net income per share (in dollars per share) | $ 3.60 | $ 3.52 | $ 3.06
Diluted net income per share (in dollars per share) | $ 3.59 | $ 3.51 | $ 3.05
Basic weighted average shares outstanding (in shares) | 142,706 | 144,967 | 147,202
Dilutive effect of outstanding stock awards (in shares) | 285 | 382 | 340
Diluted weighted average shares outstanding (in shares) | 142,991 | 145,349 | 147,542

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