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Summary of Significant Accounting Policies - Composition of the Allowance for Credit Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Accounts Receivable, Allowance for Credit Loss [Roll Forward]        
Balance at beginning of period $ 14,446 $ 8,476 $ 9,398 $ 5,839
Charges to bad debt expense 1,071 416 1,344 3,239
Direct write-offs charged against the allowance (569) (351) (861) (537)
Balance at end of period $ 14,948 $ 8,541 14,948 $ 8,541
Adjustment due to Adoption of New ASU        
Accounts Receivable, Allowance for Credit Loss [Roll Forward]        
Balance at beginning of period     $ 5,067