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Goodwill and Other Intangible Assets (Tables) | 12 Months Ended
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Dec. 31, 2022
Goodwill and Intangible Assets Disclosure [Abstract] |
Schedule of Changes in the Carrying Amount of Goodwill | The changes in the carrying amount of goodwill are as follows:
Balance, December 31, 2020 | $ | 581,174 |
Acquisitions | 1,066,350 |
Foreign currency translation adjustments | (58,408) |
Other adjustments | (639) |
Balance, December 31, 2021 | 1,588,477 |
Acquisitions | 658,806 |
Foreign currency translation adjustments | (8,426) |
Other adjustments | (1,673) |
Balance, December 31, 2022 | $ | 2,237,184 |
Schedule of Finite-Lived Intangible Assets | Details of intangible assets other than goodwill are as follows:
|  |  | December 31, 2022 |  | December 31, 2021
| Estimated Useful Life |  | Gross Carrying Amount |  | Accumulated Amortization |  | Net Book Value |  | Gross Carrying Amount |  | Accumulated Amortization |  | Net Book Value
Intangible assets subject to amortization: |  |  |  |  |  |  |  |  |  |  |  |  |
Software and technology | 3-5 years |  | $ | 92,390 |  |  | $ | (51,938) |  |  | $ | 40,452 |  |  | $ | 101,588 |  |  | $ | (63,225) |  |  | $ | 38,363 |
Customer relationships | 3-10 years |  | 323,164 |  |  | (114,387) |  |  | 208,777 |  |  | 245,325 |  |  | (83,799) |  |  | 161,526 |
Trademarks | 3-10 years |  | 69,803 |  |  | (26,904) |  |  | 42,899 |  |  | 63,080 |  |  | (20,893) |  |  | 42,187 |
Non-compete agreements | 5 years |  | 350 |  |  | (207) |  |  | 143 |  |  | 350 |  |  | (139) |  |  | 211 |
|  |  | 485,707 |  |  | (193,436) |  |  | 292,271 |  |  | 410,343 |  |  | (168,056) |  |  | 242,287 |
Intangible assets not subject to amortization: |  |  |  |  |  |  |  |  |  |  |  |  |
In-process research and development |  |  | — |  |  | — |  |  | — |  |  | 3,547 |  |  | — |  |  | 3,547 |
Total intangible assets |  |  | $ | 485,707 |  |  | $ | (193,436) |  |  | $ | 292,271 |  |  | $ | 413,890 |  |  | $ | (168,056) |  |  | $ | 245,834 |
Finite-lived Intangible Assets Amortization Expense | The aggregate amortization expense for purchased intangible assets with finite lives was reflected in the Company’s consolidated statements of operations as follows:
| Year Ended December 31,
| 2022 |  | 2021 |  | 2020
Cost of subscriptions and licenses | $ | 12,478 |  |  | $ | 8,125 |  |  | $ | 4,981 |
Amortization of purchased intangibles | 41,114 |  |  | 25,601 |  |  | 15,352 |
Total amortization expense | $ | 53,592 |  |  | $ | 33,726 |  |  | $ | 20,333 |
Schedule of Finite-Lived Intangible Assets, Future Amortization Expense | Amortization expense for the years following December 31, 2022 are estimated as follows:
2023 | $ | 50,410 |
2024 | 44,636 |
2025 | 41,586 |
2026 | 33,800 |
2027 | 27,076 |
Thereafter | 94,763 |
| $ | 292,271 |

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