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Accounts Receivable, Net (Tables)
3 Months Ended
Mar. 31, 2021
Receivables [Abstract]  
Schedule of Accounts Receivable, Net
Accounts receivable, net, at March 31, 2021 and December 31, 2020 were as follows (in thousands):

March 31,
2021
December 31,
2020
Trade accounts receivable$177,104 $167,575 
Unbilled revenue, at net realizable value106,662 63,494 
Total accounts receivable283,766 231,069 
Allowance for doubtful accounts(13,156)(14,894)
Accounts receivable, net$270,610 $216,175 
Schedule of Changes in the Allowance for Doubtful Accounts on Accounts Receivable
Changes to the allowance for doubtful accounts for the three months ended March 31, 2021 and twelve months ended December 31, 2020 are as follows (in thousands):
March 31,
2021
December 31, 2020
Balance at beginning of period$(14,894)$(14,379)
Provision(390)(9,323)
Charge-offs, net of recoveries2,128 8,808 
Allowance for doubtful accounts$(13,156)$(14,894)