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Accounts Receivable (Tables)
9 Months Ended
Sep. 30, 2021
Accounts, Notes, Loans and Financing Receivable, Gross, Allowance, and Net [Abstract]  
Schedule of Accounts Receivable
Net accounts receivable consisted of the following as of September 30, 2021 and December 31, 2020 (in thousands):
 
September 30,
2021
December 31,
2020
Trade accounts receivable$479,267 $473,474 
Unbilled accounts receivable183,093 188,400 
Gross accounts receivable662,360 661,874 
Allowances for current expected credit losses and other reserves(2,268)(1,822)
Accounts receivable, net$660,092 $660,052 
Summary of Allowance for Credit Loss Activity
The following table summarizes the activity of the Company's allowance for current expected credit losses and other reserves during the nine months ended September 30, 2021 and 2020 (in thousands):

September 30,
2021
September 30,
2020
Beginning balance$1,822 $1,880 
Charges to income from operations3,510 10,354 
Collections from customers previously reserved and other(3,064)(8,538)
Ending balance$2,268 $3,696