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Commitments and Contingencies - Rent Expenses for Operating Leases (Details) - USD ($)
$ in Millions
12 Months Ended
Jan. 31, 2019
Jan. 31, 2018
Jan. 31, 2017
Commitments and Contingencies Disclosure [Abstract]      
Minimum rent for retail locations $ 217.0 $ 198.7 $ 184.1
Contingent rent based on sales 38.9 32.7 32.4
Office, distribution and manufacturing facilities and equipment 38.3 40.0 40.0
Operating leases, rent expense, net $ 294.2 $ 271.4 $ 256.5