| Dec 31, 2020 | Dec 31, 2021 | Dec 31, 2022 | Dec 31, 2023 |
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Subscriptions and licenses | 737 | 866 | 1,004 | 1,126 |
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Subscriptions | 679 | 813 | 960 | 1,080 |
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Perpetual licenses | 57 | 53 | 43 | 46 |
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Services | 65 | 99 | 95 | 102 |
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Total revenues | 802 | 965 | 1,099 | 1,228 |
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Subscriptions and licenses | 96 | 124 | 148 | 169 |
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Services | 71 | 92 | 89 | 97 |
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Cost of Revenue | 167 | 217 | 237 | 266 |
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Gross profit | 634 | 749 | 862 | 962 |
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Research and development | 186 | 221 | 258 | 275 |
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Selling and marketing | 144 | 162 | 196 | 224 |
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General and administrative | 113 | 150 | 175 | 181 |
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Deferred compensation plan | - | 95 | -16 | 14 |
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Amortization of Intangible Assets | 15 | 26 | 41 | 39 |
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Professional Fees | 26 | - | - | - |
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Total operating expenses | 484 | 654 | 653 | 732 |
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Total operating expenses | 484 | 654 | 653 | 732 |
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Income from operations | 150 | 95 | 209 | 231 |
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Interest expense, net | -7 | -12 | -35 | -40 |
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Other (expense) income, net | 25 | 11 | 24 | -7 |
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Income before income taxes | 168 | 93 | 198 | 184 |
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Benefit (provision) for income taxes | 39 | -3 | 21 | -143 |
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Income (Loss) from Equity Method Investments | -2 | -4 | -2 | 0 |
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Net income | 127 | 93 | 175 | 327 |
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Less: Net income attributable to participating securities | 0 | 0 | 0 | - |
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Earnings Per Share, Basic | 0.44 | 0.3 | 0.57 | 1.05 |
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Earnings Per Share, Diluted | 0.42 | 0.3 | 0.55 | 1 |
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Net income attributable to Class A and Class B common stockholders | 126 | 93 | 175 | - |
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Earnings Per Share, Basic | 0.44 | 0.3 | 0.57 | 1.05 |
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Earnings Per Share, Diluted | 0.42 | 0.3 | 0.55 | 1 |
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