Jeremy Piven takes on the role of Mr Selfridge, alongside an all-star cast including Katherine Kelly, Frances O'Connor, Gregory Fitoussi, Aisling Loftus and Zoe Tapper. Set in London in 1909, Harry Selfridge opened the doors of his lavish department store, on London's famous Oxford Street.