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Other Financial Statement Information
6 Months Ended
Jun. 30, 2021
Other Financial Information [Abstract]  
Other Financial Statement Information
Note 3. Other Financial Statement Information
Accounts Receivable
Changes in the allowance consisted of the following (in thousands):
 
    
Three Months Ended June 30
    
Six Months Ended June 30
 
    
2021
    
2020
    
2021
    
2020
 
Beginning balance
   $ 4,709      $  1,366      $ 5,256      $ 2,461  
Add: amounts recognized as a reduction of revenue
     1,445        930        3,027        2,813  
Add: bad debt expense recognized in general and administrative expense
     16        680        30        680  
Less: write-offs, net of recoveries
     (1,056      (529      (3,199      (3,507
    
 
 
    
 
 
    
 
 
    
 
 
 
Ending balance
   $ 5,114      $ 2,447      $ 5,114      $ 2,447  
    
 
 
    
 
 
    
 
 
    
 
 
 
The allowance recognized as a reduction of revenue primarily relates to our installment plan receivables for which we expect we will not be entitled to a portion of the transaction price based on our historical experience with similar transactions. The allowance recognized against general and administrative expense represents an allowance relating to receivables from partners that are no longer considered collectible.
Prepaid Expenses and Other Current Assets
Prepaid expenses and other current assets consisted of the following (in thousands):
 
    
June 30,

2021
    
December 31,

2020
 
Prepaid expenses
   $  7,797      $  7,177  
Deferred cost of revenue
     2,452        1,967  
Other current assets
     2,316        1,392  
    
 
 
    
 
 
 
Total prepaid expenses and other current assets
   $  12,565      $  10,536  
    
 
 
    
 
 
 
Accrued Expenses and Other Current Liabilities
Accrued expenses and other current liabilities consisted of the following (in thousands):
 
    
June 30,

2021
    
December 31,

2020
 
Accrued payroll and related expenses
   $  15,530      $  16,135  
Accrued vendor payables
     17,714        10,854  
Derivative liabilities and hybrid debt
     5,554        5,131  
Sales allowances
     4,676        4,856  
Accrued sales, use and business taxes
     1,816        1,789  
Accrued advertising
     —          173  
Other
     2,587        2,090  
    
 
 
    
 
 
 
Total accrued expenses and other current liabilities
   $ 47,877      $ 41,028  
    
 
 
    
 
 
 
Depreciation and Amortization
Depreciation and amortization expense of our property and equipment, including capitalized
internal-use
software, and intangible assets consisted of the following (in thousands):
 
    
Three Months Ended June 30
    
Six Months Ended June 30
 
    
2021
    
2020
    
2021
    
2020
 
Cost of revenue
   $  1,398      $  1,934      $  3,076      $  3,892  
Sales and marketing
     1,323        1,762        2,798        3,611  
Technology and development
     584        667        1,171        1,317  
General and administrative
     358        464        784        927  
    
 
 
    
 
 
    
 
 
    
 
 
 
Total depreciation and amortization expense
   $ 3,663      $ 4,827      $ 7,829      $ 9,747  
    
 
 
    
 
 
    
 
 
    
 
 
 
 
Deferred Revenue
Deferred revenue as of June 30, 2021 and December 31, 2020 was $153.9 million and $130.1 million, respectively. We recognized $77.5 million and $57.7 million of revenue during the three months ended June 30, 2021 and 2020, respectively, that was included in the deferred revenue balances as of March 31, 2021 and 2020, respectively, and $102.3 million and $83.1 million during the six months ended June 30, 2021 and 2020, respectively, that was included in the deferred revenue balances as of December 31, 2020 and 2019, respectively. We expect to recognize substantially all of the remaining deferred revenue as of December 31, 2020 as revenue in 2021. We expect substantially all of the deferred revenue at June 30, 2021 will be recognized as revenue within the next twelve months.
We have omitted disclosure about the transaction price allocated to remaining performance obligations and when revenue will be recognized as revenue as our contracts with customers that have a duration of more than one year are immaterial.