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Summary of Significant Accounting Policies (Details) - USD ($)
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Jan. 01, 2019
Dec. 31, 2018
Variable Interest Entity [Line Items]            
Restricted cash $ 2,100,000   $ 2,100,000     $ 2,000,000.0
Allowance for doubtful accounts 6,100,000   6,100,000     7,300,000
Transaction losses included in selling, general and administrative expense 600,000 $ 100,000 200,000 $ 1,200,000    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]            
Operating lease, right-of-use assets 43,307,000   43,307,000      
Present value of lease liabilities $ 44,436,000   $ 44,436,000      
Renewal terms (up to) 3 years   3 years      
VIE            
Variable Interest Entity [Line Items]            
Ownership percentage     40.00%      
Outstanding borrowings $ 0   $ 0     $ 0
Accounting Standards Update 2016-02            
New Accounting Pronouncements or Change in Accounting Principle [Line Items]            
Operating lease, right-of-use assets         $ 48,100,000  
Present value of lease liabilities         $ 48,100,000