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Summary of Significant Accounting Policies - Allowance for Doubtful Accounts (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Accounts Receivable, Allowance for Credit Loss [Roll Forward]      
Balance at beginning of year $ 5,706 $ 5,309 $ 4,072
Charged to expense/against revenue 3,608 1,969 2,510
Amounts written off, net of recoveries (2,387) (1,572) (1,273)
Balance at end of year $ 6,927 $ 5,706 $ 5,309