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      "text": "Three Months Ended March 31, 2023, 2022\nGAAP Commissions and other related expense: 790.9 (2023), 1,146.4 (2022)\nStock-based compensation: (11.6) (2023), (17.0) (2022)\nNon-GAAP Commissions and other related expense: 779.3 (2023), 1,129.4 (2022)\nGAAP Sales and marketing: 115.3 (2023), 145.0 (2022)\nStock-based compensation: (8.6) (2023), (10.7) (2022)\nNon-GAAP Sales and marketing: 106.7 (2023), 134.3 (2022)\nGAAP Operations and support: 81.1 (2023), 108.9 (2022)\nStock-based compensation: (3.0) (2023), (4.3) (2022)\nAcquisition-related expenses: (3.1) (2023), (8.1) (2022)\nNon-GAAP Operations and support: 75.0 (2023), 96.5 (2022)\nGAAP Research and development: 48.9 (2023), 108.2 (2022)\nStock-based compensation: (10.4) (2023), (16.9) (2022)\nNon-GAAP Research and development: 38.5 (2023), 91.3 (2022)\nGAAP General and administrative: 34.4 (2023), 55.3 (2022)\nStock-based compensation: (11.3) (2023), (14.9) (2022)\nNon-GAAP General and administrative: 23.1 (2023), 40.4 (2022)",
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      "text": "Reconciliation of GAAP to Non-GAAP Operating Expenses (in millions, unaudited)",
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