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Share-based compensation (Details) - CNY (¥) ¥ in Millions | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Share-based compensation |  |  |
Share-based compensation expenses | ¥ 9,134 | ¥ 4,156 | ¥ 3,695
Cost of revenues |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 102 | 98 | 82
Fulfillment |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 882 | 646 | 440
Marketing |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 586 | 347 | 259
Research and development |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 1,781 | 1,400 | 1,340
General and administrative |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | ¥ 5,783 | ¥ 1,665 | ¥ 1,574

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