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Deferred Costs | 12 Months Ended
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Dec. 31, 2023
Revenue from Contract with Customer [Abstract] |
Deferred Costs | Deferred Costs Deferred costs, which primarily consist of costs to obtain contracts with customers, were $72.4 million and $72.0 million for the years ended December 31, 2023 and 2022, respectively. Amortization expense for the deferred costs was $54.5 million, $44.0 million and $34.1 million for the years ended December 31, 2023, 2022 and 2021, respectively. There were no material impairment losses in relation to the costs capitalized for the periods presented. Revenue Recognition Disaggregation of Revenue The following table presents our revenues disaggregated by industry. These industry categories are derived from a leading software provider supplemented with additional research as necessary (in thousands):
| For the year ended December 31,
| 2023 |  | 2022 |  | 2021
Industrials | $ | 93,200 |  |  | $ | 76,970 |  |  | $ | 59,797 |
Diversified financials | 91,477 |  |  | 71,975 |  |  | 57,470 |
Information technology | 69,316 |  |  | 62,114 |  |  | 47,697 |
Banks | 63,264 |  |  | 54,973 |  |  | 46,702 |
Consumer discretionary | 60,199 |  |  | 51,961 |  |  | 41,826 |
Healthcare | 54,300 |  |  | 47,892 |  |  | 39,394 |
Insurance | 38,750 |  |  | 32,421 |  |  | 27,206 |
Energy | 26,947 |  |  | 23,363 |  |  | 21,093 |
Real estate | 26,706 |  |  | 23,815 |  |  | 21,042 |
Materials | 23,645 |  |  | 21,454 |  |  | 19,357 |
Utilities | 23,215 |  |  | 22,306 |  |  | 21,319 |
Public administration | 18,771 |  |  | 15,064 |  |  | 13,719 |
Consumer staples | 18,396 |  |  | 16,829 |  |  | 13,146 |
Telecommunication services | 16,523 |  |  | 13,141 |  |  | 11,557 |
Other | 5,330 |  |  | 3,597 |  |  | 1,960 |
Total revenues | $ | 630,039 |  |  | $ | 537,875 |  |  | $ | 443,285 |
The following table presents our revenues disaggregated by type of good or service (in thousands):
| For the year ended December 31,
| 2023 |  | 2022 |  | 2021
Subscription and support | $ | 558,645 |  |  | $ | 464,935 |  |  | $ | 379,340 |
XBRL professional services | 56,820 |  |  | 54,896 |  |  | 44,763 |
Other services | 14,574 |  |  | 18,044 |  |  | 19,182 |
Total revenues | $ | 630,039 |  |  | $ | 537,875 |  |  | $ | 443,285 |
Deferred Revenue During the year ended December 31, 2023, we recognized $310.2 million of revenue that was included in the deferred revenue balance at the beginning of the period. Transaction Price Allocated to the Remaining Performance Obligations As of December 31, 2023, revenue of approximately $937.4 million is expected to be recognized from remaining performance obligations for subscription contracts. We expect to recognize approximately $511.1 million of these remaining performance obligations over the next 12 months, with the balance recognized thereafter.

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- Definition The entire disclosure of revenue from contract with customer to transfer good or service and to transfer nonfinancial asset. Includes, but is not limited to, disaggregation of revenue, credit loss recognized from contract with customer, judgment and change in judgment related to contract with customer, and asset recognized from cost incurred to obtain or fulfill contract with customer. Excludes insurance and lease contracts. + References Reference 1: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 9 -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-9 Reference 2: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 10 -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-10 Reference 3: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 15 -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-15 Reference 4: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 12 -Subparagraph (a) -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12 Reference 5: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 12 -Subparagraph (b) -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12 Reference 6: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 12 -Subparagraph (c) -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12 Reference 7: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 12 -Subparagraph (d) -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12 Reference 8: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 12 -Subparagraph (e) -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12 Reference 9: http://www.xbrl.org/2003/role/disclosureRef -Topic 606 -SubTopic 10 -Name Accounting Standards Codification -Section 50 -Paragraph 13 -Subparagraph (b)(2) -Publisher FASB -URI https://asc.fasb.org//1943274/2147479806/606-10-50-13 Reference 10: http://www.xbrl.org/2003/role/disclosureRef -Name Accounting Standards Codification -Topic 606 -Publisher FASB -URI https://asc.fasb.org//606/tableOfContent + Details
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