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Goodwill and Other Intangible Assets | 12 Months Ended
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Dec. 31, 2021
Goodwill and Intangible Assets Disclosure [Abstract] |
Goodwill and Other Intangible Assets | Goodwill and Other Intangible Assets The changes in the carrying amount of goodwill are as follows:
Balance, December 31, 2019 | $ | 480,065 |
Acquisitions | 81,990 |
Foreign currency translation adjustments | 19,195 |
Other adjustments | (76) |
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 |
Details of intangible assets other than goodwill are as follows:
|  |  | December 31, 2021 |  | December 31, 2020
| 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 |  | $ | 101,588 |  |  | $ | (63,225) |  |  | $ | 38,363 |  |  | $ | 67,691 |  |  | $ | (63,046) |  |  | $ | 4,645 |
Customer relationships | 3-10 years |  | 245,325 |  |  | (83,799) |  |  | 161,526 |  |  | 97,008 |  |  | (66,030) |  |  | 30,978 |
Trademarks | 3-10 years |  | 63,080 |  |  | (20,893) |  |  | 42,187 |  |  | 26,610 |  |  | (16,888) |  |  | 9,722 |
Non-compete agreements | 5 years |  | 350 |  |  | (139) |  |  | 211 |  |  | 350 |  |  | (68) |  |  | 282 |
|  |  | 410,343 |  |  | (168,056) |  |  | 242,287 |  |  | 191,659 |  |  | (146,032) |  |  | 45,627 |
Intangible assets not subject to amortization: |  |  |  |  |  |  |  |  |  |  |  |  |
In-process research and development |  |  | 3,547 |  |  | — |  |  | 3,547 |  |  | — |  |  | — |  |  | — |
Total intangible assets |  |  | $ | 413,890 |  |  | $ | (168,056) |  |  | $ | 245,834 |  |  | $ | 191,659 |  |  | $ | (146,032) |  |  | $ | 45,627 |
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,
| 2021 |  | 2020 |  | 2019
Cost of subscriptions and licenses | $ | 8,125 |  |  | $ | 4,981 |  |  | $ | 3,795 |
Amortization of purchased intangibles | 25,601 |  |  | 15,352 |  |  | 14,213 |
Total amortization expense | $ | 33,726 |  |  | $ | 20,333 |  |  | $ | 18,008 |
Amortization expense for the years following December 31, 2021 are estimated as follows:
2022 | $ | 43,782 |
2023 | 37,752 |
2024 | 31,568 |
2025 | 28,787 |
2026 | 22,693 |
Thereafter | 77,705 |
| $ | 242,287 |

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- Definition The entire disclosure for goodwill and intangible assets. + References Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 350 -URI http://asc.fasb.org/topic&trid=2144416 + Details
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