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CONSOLIDATED STATEMENTS OF OPERATIONS - USD ($) | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Revenue: |  |  |
Total revenue | $ 967,108,000 | $ 1,416,868,000 | $ 2,218,915,000
Cost of revenue: |  |  |
Cost of revenue | 229,992,000 | 739,574,000 | 1,032,786,000
Gross profit | 737,116,000 | 677,294,000 | 1,186,129,000
Operating expenses: |  |  |
Marketing | 188,780,000 | 154,534,000 | 339,355,000
Selling, general and administrative | 511,096,000 | 603,185,000 | 806,945,000
Goodwill impairment | 0 | 109,486,000 | 0
Long-lived asset impairment | 0 | 22,351,000 | 0
Restructuring and related charges | 41,895,000 | 64,836,000 | 31,000
Total operating expenses | 741,771,000 | 954,392,000 | 1,146,331,000
Income (loss) from operations | (4,655,000) | (277,098,000) | 39,798,000
Other income (expense), net | 92,680,000 | (16,968,000) | (53,329,000)
Income (loss) from continuing operations before provision (benefit) for income taxes | 88,025,000 | (294,066,000) | (13,531,000)
Provision (benefit) for income taxes | (32,323,000) | (7,504,000) | 761,000
Income (loss) from continuing operations | 120,348,000 | (286,562,000) | (14,292,000)
Income (loss) from discontinued operations, net of tax | 0 | 382,000 | 2,597,000
Net income (loss) | 120,348,000 | (286,180,000) | (11,695,000)
Net (income) loss attributable to noncontrolling interests | (1,680,000) | (1,751,000) | (10,682,000)
Net income (loss) attributable to Groupon, Inc. | $ 118,668,000 | $ (287,931,000) | $ (22,377,000)
Basic net income (loss) per share: |  |  |
Continuing operations (in usd per share) | $ 4.04 | $ (10.08) | $ (0.88)
Discontinued operations (in usd per share) | 0 | 0.01 | 0.09
Basic net income (loss) per share (in usd per share) | 4.04 | (10.07) | (0.79)
Diluted net income (loss) per share: |  |  |
Continuing operations (in usd per share) | 3.68 | (10.08) | (0.88)
Discontinued operations (in usd per share) | 0 | 0.01 | 0.09
Diluted net income (loss) per share (in usd per share) | $ 3.68 | $ (10.07) | $ (0.79)
Weighted average number of shares outstanding: |  |  |
Basic (in shares) | 29,365,880 | 28,604,115 | 28,370,417
Diluted (in shares) | 33,513,440 | 28,604,115 | 28,370,417
Service |  |  |
Revenue: |  |  |
Total revenue | $ 794,795,000 | $ 643,653,000 | $ 1,126,357,000
Cost of revenue: |  |  |
Cost of revenue | 82,020,000 | 79,296,000 | 114,462,000
Product |  |  |
Revenue: |  |  |
Total revenue | 172,313,000 | 773,215,000 | 1,092,558,000
Cost of revenue: |  |  |
Cost of revenue | $ 147,972,000 | $ 660,278,000 | $ 918,324,000

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