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Consolidated Statements of Operations (Parenthetical) - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2022 | Dec. 31, 2021 | Dec. 31, 2020
Stock based compensation expense | $ 27,041 | $ 38,592 | $ 11,296
Cost of revenue. |  |  |
Stock based compensation expense |  | 1 | 2
Selling and marketing |  |  |
Stock based compensation expense | 4,855 | 5,584 | 1,901
Product and technology |  |  |
Stock based compensation expense | 5,435 | 7,223 | 5,248
General and administrative |  |  |
Stock based compensation expense | $ 16,751 | $ 25,784 | $ 4,145

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