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CONSOLIDATED STATEMENTS OF INCOME - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2019 | Dec. 31, 2018 | Dec. 31, 2017
Income Statement [Abstract] |  |  |
Revenues | $ 4,911,892 | $ 3,366,366 | $ 3,975,163
Operating expenses: |  |  |
Cost of service | 2,073,803 | 1,095,014 | 1,928,037
Selling, general and administrative | 2,046,672 | 1,534,297 | 1,488,258
Total costs and expenses | 4,120,475 | 2,629,311 | 3,416,295
Operating income | 791,417 | 737,055 | 558,868
Interest and other income | 31,413 | 20,719 | 8,662
Interest and other expense | (304,905) | (195,619) | (174,847)
Total nonoperating income (expense) | (273,492) | (174,900) | (166,185)
Income before income taxes and equity in income of equity method investments | 517,925 | 562,155 | 392,683
Income tax (expense) benefit | (62,190) | (77,488) | 101,387
Income before equity in income of equity method investments | 455,735 | 484,667 | 494,070
Equity in income of equity method investments, net of tax | 13,541 | 0 | 0
Net income | 469,276 | 484,667 | 494,070
Less: Net income attributable to noncontrolling interests | (38,663) | (32,614) | (25,645)
Net income attributable to Global Payments | $ 430,613 | $ 452,053 | $ 468,425
Earnings per share attributable to Global Payments: |  |  |
Basic earnings per share (USD per share) | $ 2.17 | $ 2.85 | $ 3.03
Diluted earnings per share (USD per share) | $ 2.16 | $ 2.84 | $ 3.01

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