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      "text": "Sales and marketing $ 134.3 $ 143.7 $ 133.6 $ 121.5 $ 106.7 $ 104.3 $ 95.1\nOperations and support 96.5 97.8 89.6 81.7 75.0 79.8 78.4\nResearch and development 91.3 88.3 72.1 51.1 38.5 32.8 34.4\nGeneral and administrative 40.4 36.6 32.7 27.5 23.1 21.4 10.9\nTotal non-GAAP operating expenses excluding commissions and other related expense $ 362.5 $ 366.4 $ 328.0 $ 281.8 $ 243.3 $ 238.3 $ 218.8",
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