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ALLOWANCE FOR CREDIT LOSSES (Tables)
9 Months Ended
Sep. 30, 2021
Credit Loss [Abstract]  
ALLOWANCE FOR CREDIT LOSSES OF RECEIVABLES FROM USERS
The following table summarizes the allowance for credit losses, which primarily relate to unsecured balances of receivables from users due to fraudulent, unlawful or otherwise inappropriate customer behavior, such as when customers initiate deposits into their accounts, make trades on our platform using a short-term extension of credit from us, and then repatriate or reverse the deposits, resulting in a loss to us of the credited amount (“Fraudulent Deposit Transactions”) and to a lesser extent, losses on margin borrowings, for the periods indicated:
Three Months Ended
September 30,
Nine Months Ended
September 30,
(in thousands)2020202120202021
Beginning balance$41,055 $35,253 $17,122 $34,092 
Provision for credit losses20,406 25,051 44,339 61,796 
Write-offs(552)(22,552)$(552)$(58,136)
Ending balance$60,909 $37,752 $60,909 $37,752