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Share-based compensation (Details) - CNY (¥) ¥ in Millions | 12 Months Ended
--- | ---
Dec. 31, 2022 | Dec. 31, 2021 | Dec. 31, 2020
Share-based compensation |  |  |
Share-based compensation expenses | ¥ 7,548 | ¥ 9,134 | ¥ 4,156
Cost of revenues |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 143 | 102 | 98
Fulfillment |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 930 | 882 | 646
Marketing |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 631 | 586 | 347
Research and development |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | 1,557 | 1,781 | 1,400
General and administrative |  |  |
Share-based compensation |  |  |
Share-based compensation expenses | ¥ 4,287 | ¥ 5,783 | ¥ 1,665

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