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Accounts Receivable
9 Months Ended
Sep. 30, 2022
Accounts, Notes, Loans and Financing Receivable, Gross, Allowance, and Net [Abstract]  
Accounts Receivable Accounts Receivable
Net accounts receivable consisted of the following as of September 30, 2022 and December 31, 2021 (in thousands):
 
September 30,
2022
December 31,
2021
Trade accounts receivable$445,844 $501,959 
Unbilled accounts receivable178,637 175,364 
Gross accounts receivable624,481 677,323 
Allowances for current expected credit losses and other reserves(2,454)(1,397)
Accounts receivable, net$622,027 $675,926 

A summary of activity in the accounts receivable allowance for current expected credit losses and other reserves for the nine months ended September 30, 2022 and 2021 is as follows (in thousands):

September 30,
2022
September 30,
2021
Beginning balance$1,397 $1,822 
Charges to income from operations4,470 3,510 
Collections from customers previously reserved and other(3,413)(3,064)
Ending balance$2,454 $2,268 

Charges to income from operations primarily represents charges to provision for doubtful accounts for increases in the allowance for current expected credit losses.