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CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS (Unaudited) - USD ($) shares in Thousands, $ in Thousands | 3 Months Ended | 9 Months Ended
--- | --- | ---
Sep. 30, 2021 | Sep. 30, 2020 | Sep. 30, 2021 | Sep. 30, 2020
Revenue: |  |  |  |
Revenue | $ 3,844,727 | $ 3,033,874 | $ 13,582,669 | $ 6,338,608
Cost of revenue: |  |  |  |
Total cost of revenue | 2,711,512 | 2,239,419 | 10,344,889 | 4,408,889
Gross profit | 1,133,215 | 794,455 | 3,237,780 | 1,929,719
Operating expenses: |  |  |  |
Product development | 366,587 | 227,550 | 1,003,238 | 631,156
Sales and marketing | 407,850 | 348,463 | 1,132,411 | 781,094
General and administrative | 267,476 | 153,902 | 684,405 | 419,783
Transaction and loan losses | 62,306 | 15,198 | 130,874 | 161,684
Bitcoin impairment losses | 6,000 | 0 | 71,126 | 0
Total operating expenses | 1,110,219 | 745,113 | 3,022,054 | 1,993,717
Operating income (loss) | 22,996 | 49,342 | 215,726 | (63,998)
Interest expense, net | 13,409 | 14,980 | 20,126 | 38,955
Other expense (income), net | 12,011 | (784) | (36,249) | (20,513)
Income (loss) before income tax | (2,424) | 35,146 | 231,849 | (82,440)
Provision (benefit) for income taxes | 452 | (1,369) | (7,961) | (1,586)
Net income (loss) | (2,876) | 36,515 | 239,810 | (80,854)
Net income (loss) attributable to noncontrolling interests | (2,960) | 0 | (3,303) | 0
Net income (loss) attributable to common stockholders | $ 84 | $ 36,515 | $ 243,113 | $ (80,854)
Net income (loss) per share attributable to common stockholders: |  |  |  |
Basic (in USD per share) | $ 0.00 | $ 0.08 | $ 0.53 | $ (0.18)
Diluted (in USD per share) | $ 0.00 | $ 0.07 | $ 0.48 | $ (0.18)
Weighted-average shares used to compute net income (loss) per share attributable to common stockholders: |  |  |  |
Basic (in shares) | 460,654 | 444,458 | 457,039 | 439,855
Diluted (in shares) | 504,120 | 488,069 | 520,204 | 439,855
Transaction-based revenue |  |  |  |
Revenue: |  |  |  |
Revenue | $ 1,297,040 | $ 925,294 | $ 3,484,245 | $ 2,365,967
Cost of revenue: |  |  |  |
Cost of revenue | 754,276 | 524,056 | 1,965,894 | 1,379,658
Subscription and services-based revenue |  |  |  |
Revenue: |  |  |  |
Revenue | 694,770 | 447,522 | 1,937,629 | 1,090,032
Cost of revenue: |  |  |  |
Cost of revenue | 132,046 | 68,528 | 346,144 | 161,801
Hardware revenue |  |  |  |
Revenue: |  |  |  |
Revenue | 37,255 | 27,294 | 109,769 | 67,291
Cost of revenue: |  |  |  |
Cost of revenue | 51,150 | 45,220 | 153,035 | 108,348
Bitcoin revenue |  |  |  |
Revenue: |  |  |  |
Revenue | 1,815,662 | 1,633,764 | 8,051,026 | 2,815,318
Cost of revenue: |  |  |  |
Cost of revenue | $ 1,774,040 | $ 1,601,615 | $ 7,879,816 | $ 2,759,082

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