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Revenue Recognition
 6 Months Ended
Jun. 30, 2022
Revenue from Contract with Customer [Abstract]  
Revenue Recognition Revenue Recognition
Disaggregation of Revenue
The Company provides disaggregation of revenue based on geographic region in Note 7 and based on the subscription versus professional services and other classification on the condensed consolidated statements of operations, as it believes these best depict how the nature, amount, timing and uncertainty of revenue and cash flows are affected by economic factors.
Deferred Revenue
Deferred revenue is recorded upon establishment of unconditional right to payment under non-cancelable contracts and is recognized as the revenue recognition criteria are met. The Company generally invoices customers in advance in monthly, quarterly, semi-annual and annual installments. The deferred revenue balance is influenced by several factors, including the compounding effects of renewals, invoice duration, timing and size. The amount of revenue recognized during the three months ended June 30, 2022 and 2021 that was included in deferred revenue at the beginning of each period was $36.2 million and $24.0 million, respectively. The amount of revenue recognized during the six months ended June 30, 2022 and 2021 that was included in deferred revenue at the beginning of each period was $51.6 million and $31.9 million, respectively.
As of June 30, 2022, including amounts already invoiced and amounts contracted but not yet invoiced, $127.6 million of revenue is expected to be recognized from remaining performance obligations, of which 82% is expected to be recognized in the next 12 months, with the remainder thereafter.