41 different sets were constructed for the film; there were 1500 cast members; 3000 rounds of ammunition was shot in the riot scenes.

Producer Jack L. Warner wanted to send a film crew to Russia for location shots, but his request was denied.

The story is based on and inspired by the experiences of Moura Budberg.