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Related Party Transactions - Shared Services Agreement with DriveTime (Details) - Affiliated Entity - DriveTime Automotive Group, Inc. - Shared Services Agreement with DriveTime - USD ($)
$ in Millions
1 Months Ended 3 Months Ended 6 Months Ended
Apr. 30, 2017
Jun. 30, 2017
Jun. 30, 2016
Jun. 30, 2017
Jun. 30, 2016
Related Party Transaction [Line Items]          
Number of allowable days prior to contract termination with written notice 30 days        
Number of allowable days prior to contract termination with written notice from service provider 90 days        
Selling, general and administrative          
Related Party Transaction [Line Items]          
Expenses from transactions with related party   $ 0.0 $ 0.2 $ 0.1 $ 0.4