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Merchant Cash Advances and Loans Receivable - Summary of Allowance for Uncollectible MCA Receivable (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Accounts Receivable, Allowance for Credit Loss [Roll Forward]    
Balance, beginning of the year $ 2,739 $ 2,042
Provision for uncollectible receivables related to merchant cash advances and loans receivable 15,912 5,922
Balance, end of the year 9,602 2,739
Merchant cash advances    
Accounts Receivable, Allowance for Credit Loss [Roll Forward]    
Balance, beginning of the year 1,767  
Provision for uncollectible receivables related to merchant cash advances and loans receivable 13,257 4,950
Loans receivable charged off, net of recoveries (7,783) (5,225)
Balance, end of the year 7,241 1,767
Loans receivable    
Accounts Receivable, Allowance for Credit Loss [Roll Forward]    
Balance, beginning of the year 972  
Loans receivable charged off, net of recoveries (1,266) 0
Provision for uncollectible loans receivable 2,655 972
Balance, end of the year $ 2,361 $ 972