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CONSOLIDATED STATEMENTS OF OPERATIONS - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Revenues |  |  |
Revenues | $ 1,678,793 | $ 675,602 | $ 349,991
Cost of revenues | (581,585) | (441,610) | (269,887)
Gross profit | 1,097,208 | 233,992 | 80,104
Operating (expenses) income: |  |  |
Selling, general and administrative expenses | (39,904) | (39,472) | (32,457)
Research and development expenses | (6,495) | (6,856) | (5,708)
Other operating income, net | 609 | 191 | 5,546
Total operating expenses, net | (45,790) | (46,137) | (32,619)
Income from operations | 1,051,418 | 187,855 | 47,485
Interest expense, net | (20,482) | (25,725) | (9,414)
Exchange (loss) gain | 0 | 0 | (186)
Investment income | 4,012 |  |
Income before income taxes | 1,034,948 | 162,130 | 37,885
Income tax expense | (170,101) | (28,182) | (9,623)
Net income from continuing operations | 864,847 | 133,948 | 28,262
Income (loss) from discontinued operations, net of tax |  | (141) | 1,261
Net income | 864,847 | 133,807 | 29,523
Net (loss) income attributable to non-controlling interest | 115,923 | 4,612 | (1)
Net income attributable to Daqo New Energy Corp. ordinary shareholders | $ 748,924 | $ 129,195 | $ 29,524
Net earnings per ordinary share |  |  |
Continuing operations | $ 2.03 | $ 0.36 | $ 0.08
Discontinued operations |  | 0.00 | 0.01
Basic-ordinary shares | 2.03 | 0.36 | 0.09
Continuing operations | 1.95 | 0.34 | 0.08
Discontinued operations |  | 0.00 | 0.00
Diluted-ordinary shares | $ 1.95 | $ 0.34 | $ 0.08
Ordinary shares used in calculating earnings per ordinary share |  |  |
Basic-ordinary shares | 369,341,105 | 355,087,013 | 339,571,054
Diluted-ordinary shares | 383,766,406 | 375,017,150 | 349,961,558

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- Definition The aggregate costs incurred (1) in a planned search or critical investigation aimed at discovery of new knowledge with the hope that such knowledge will be useful in developing a new product or service, a new process or technique, or in bringing about a significant improvement to an existing product or process; or (2) to translate research findings or other knowledge into a plan or design for a new product or process or for a significant improvement to an existing product or process whether intended for sale or the entity's use, during the reporting period charged to research and development projects, including the costs of developing computer software up to the point in time of achieving technological feasibility, and costs allocated in accounting for a business combination to in-process projects deemed to have no alternative future use. + References Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef -Publisher FASB -Name Accounting Standards Codification -Topic 912 -SubTopic 730 -Section 25 -Paragraph 1 -URI http://asc.fasb.org/extlink&oid=6472174&loc=d3e58812-109433 Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 985 -SubTopic 20 -Section 50 -Paragraph 1 -URI http://asc.fasb.org/extlink&oid=6501960&loc=d3e128462-111756 Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 730 -SubTopic 10 -Section 50 -Paragraph 1 -URI http://asc.fasb.org/extlink&oid=6420194&loc=d3e21568-108373 + Details
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