Thrift Shop 's sales exceeded Eminem 's `` Love the Way You Lie '' , featuring Rihanna .
Thrift Shop '' managed to be the best selling hip hop song in the US to date , beating the previous record set by Eminem 's and Rihanna 's collaboration `` Love the Way You Lie '' .