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Summary of Significant Accounting Policies (Tables)
12 Months Ended
Dec. 31, 2021
Accounting Policies [Abstract]  
Reconciliation of Cash and Restricted Cash
The reconciliation of cash and restricted cash is as follows:
December 31,
20212020
Reconciliation of cash and restricted cash:
Cash$92,494 $65,622 
Restricted cash3,937 3,975 
Total cash and restricted cash$96,431 $69,597 
Reconciliation of Cash and Restricted Cash
The reconciliation of cash and restricted cash is as follows:
December 31,
20212020
Reconciliation of cash and restricted cash:
Cash$92,494 $65,622 
Restricted cash3,937 3,975 
Total cash and restricted cash$96,431 $69,597 
Reconciliation of Allowance for Doubtful Accounts
A rollforward of the allowance for doubtful accounts is as follows:
Balance at beginning of periodCharged to cost and expenses, net of recoveriesWrite-offsBalance at end of period
Year ended December 31, 2019$1,109 $9,163 $(8,417)$1,855 
Year ended December 31, 2020$1,855 $16,064 $(13,547)$4,372 
Year ended December 31, 2021$4,372 $28,299 $(26,423)$6,248 
Summary of Useful Lives The estimated useful lives of property and equipment are described below:
Property and EquipmentUseful Life
Computer, office and other equipment5 years
Computer software3 years
Furniture and fixtures7 years
Leasehold improvementsShorter of estimated useful life or remaining lease term
Property and equipment, net consists of the following:
December 31,
20212020
Computer, office and other equipment$659 $407 
Computer software80 80 
Furniture and fixtures100 64 
Leasehold improvements238 142 
1,077 693 
Less: accumulated depreciation(501)(363)
Property and equipment, net$576 $330