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Accounts Receivable - Allowance for Doubtful Accounts Related to Accounts Receivable (Details) - USD ($)
$ in Thousands
6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Accounts Receivable, Allowance for Credit Loss [Roll Forward]    
Allowance for doubtful accounts beginning of period $ 59,963 $ 46,031
Provision for bad debts 40,142 [1] 26,495
Write-offs (31,771) (24,281)
Allowance for doubtful accounts end of period $ 68,334 $ 48,245
[1] Reflects the impact of the Company's adoption of ASU 2016-02 "Leases", on January 1, 2019, using the modified retrospective transition method. Under this method, financial results reported in periods prior to 2019 are unchanged. Refer to footnote 2.