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CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME ¥ in Thousands, $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2019 CNY (¥) ¥ / shares shares | Dec. 31, 2019 USD ($) $ / shares shares | Dec. 31, 2018 CNY (¥) ¥ / shares shares | Dec. 31, 2017 CNY (¥) ¥ / shares shares
Net revenue (including revenue from related parties of nil, nil, and RMB 1,761 for 2017, 2018 and 2019, respectively) | ¥ 2,230,176 | $ 320,345 | ¥ 2,881,940 | ¥ 2,250,850
Operating cost and expenses: |  |  |  |
Origination and servicing | (425,565) | (61,129) | (401,679) | (229,353)
Sales and marketing | (606,049) | (87,054) | (726,582) | (884,866)
General and administrative | (230,248) | (33,074) | (150,465) | (95,597)
Research and development | (201,404) | (28,930) | (184,302) | (180,967)
Allowance for uncollectible receivables and contract assets | (232,241) | (33,359) | (265,978) | (130,943)
Provision for assets and liabilities from the investor assurance program | ¥ |  |  | (467,728) | (42,463)
Total operating cost and expenses | (1,695,507) | (243,546) | (2,196,734) | (1,564,189)
Income from operations | 534,669 | 76,799 | 685,206 | 686,661
Interest income | 5,720 | 822 | 169 | 1,922
Other income, net | 23,425 | 3,364 | 20,298 | 12,609
Income before taxes and income from investment in affiliates | 563,814 | 80,985 | 705,673 | 701,192
Income tax expense | (37,007) | (5,315) | (93,915) | (161,647)
Income from investment in affiliates | 378 | 54 |  |
Net income | 527,185 | 75,724 | 611,758 | 539,545
Net loss attributable to noncontrolling interest shareholders | (562) | (81) |  |
Net income attributable to Jiayin Group Inc. | ¥ 527,747 | $ 75,805 | ¥ 611,758 | ¥ 539,545
Net income per share: |  |  |  |
- Basic | (per share) | ¥ 2.51 | $ 0.36 | ¥ 3.06 | ¥ 2.70
- Diluted | (per share) | ¥ 2.51 | $ 0.36 | ¥ 3.06 | ¥ 2.70
Weighted average shares used in calculating net income per share: |  |  |  |
- Basic | 210,409,863 | 210,409,863 | 200,000,000 | 200,000,000
- Diluted | 210,409,863 | 210,409,863 | 200,000,000 | 200,000,000
Net income | ¥ 527,185 | $ 75,724 | ¥ 611,758 | ¥ 539,545
Other comprehensive income, net of tax of nil |  |  |  |
Foreign currency translation adjustments | 471 | 68 |  |
Comprehensive income | 527,656 | 75,792 | 611,758 | 539,545
Comprehensive loss attributable to noncontrolling interests | (560) | (80) |  |
Total comprehensive income attributable to Jiayin Group Inc. | ¥ 528,216 | $ 75,872 | ¥ 611,758 | ¥ 539,545

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