Revenue Recognition - Narrative (Details) - USD ($)
$ in Thousands
9 Months Ended
Oct. 31, 2020
Aug. 01, 2020
Feb. 01, 2020
Nov. 02, 2019
Aug. 03, 2019
Feb. 02, 2019
Aug. 28, 2017
Disaggregation of Revenue [Line Items]              
Redemption period for rewards earned 60 days            
Sales returns reserve $ 10,100   $ 9,100        
Gift card liability 30,005   38,227        
Gift Card Liability              
Disaggregation of Revenue [Line Items]              
Gift card liability 20,075 $ 20,865 24,142 $ 18,801 $ 19,966 $ 25,133  
Comenity Bank              
Disaggregation of Revenue [Line Items]              
Deferred revenue 11,992 $ 12,711 $ 14,150 $ 14,870 $ 15,589 $ 17,028  
Comenity Bank | Credit Card              
Disaggregation of Revenue [Line Items]              
Deferred revenue $ 12,000           $ 20,000