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Revenue Recognition | 9 Months Ended
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Sep. 30, 2023
Revenue from Contract with Customer [Abstract] |
Revenue Recognition | 3. Revenue Recognition Disaggregation of Revenue Revenue by geographic area, based on the location of the Company’s customers, was as follows (in thousands):
| Three Months Ended September 30, |  | Nine Months Ended September 30,
| 2023 |  | 2022 |  | 2023 |  | 2022
Americas: |  |  |  |  |  |  |
United States | $ | 111,967 |  |  | $ | 77,164 |  |  | $ | 316,711 |  |  | $ | 213,355 |
Other Americas (1) | 9,281 |  |  | 6,772 |  |  | 26,919 |  |  | 18,888 |
APAC (1)(2) | 18,236 |  |  | 12,029 |  |  | 51,532 |  |  | 32,851 |
EMEA (1)(3) | 36,323 |  |  | 23,203 |  |  | 101,319 |  |  | 62,419 |
Total Revenue | $ | 175,807 |  |  | $ | 119,168 |  |  | $ | 496,481 |  |  | $ | 327,513 |
(1) Other than the United States, no other individual country accounted for 10% or more of total revenue for any of the periods presented. (2) Asia-Pacific (3) Europe, the Middle East and Africa Deferred Revenue The change in deferred revenue reflects billings during the period for which the performance obligation was not satisfied prior to the end of the period, partially offset by revenues recognized during the period. The following table summarizes the changes in the balance of deferred revenue during the periods presented (in thousands):
| Three Months Ended September 30, |  | Nine Months Ended September 30,
| 2023 |  | 2022 |  | 2023 |  | 2022
Balance at beginning of the period | $ | 29,160 |  |  | $ | 18,273 |  |  | $ | 25,109 |  |  | $ | 15,092 |
Plus: Billings during the period | 179,513 |  |  | 122,312 |  |  | 504,238 |  |  | 333,838 |
Less: Revenue recognized during the period | (175,807) |  |  | (119,168) |  |  | (496,481) |  |  | (327,513) |
Balance at end of the period | $ | 32,866 |  |  | $ | 21,417 |  |  | $ | 32,866 |  |  | $ | 21,417 |
All of the revenue deferred as of December 31, 2022, has been recognized during the nine months ended September 30, 2023. Remaining Performance Obligations Remaining performance obligations represents the amount of contracted future revenue that has not yet been recognized, including deferred revenue. As of September 30, 2023, the Company’s remaining performance obligations are $62.5 million, of which $58.8 million will be recognized within the next twelve months and $3.7 million will be recognized during a period greater than twelve months.

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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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