Watch on 123Movies. Lost in the Crowd is a documentary film by Austrian filmmaker Susi Graf about LGBT homeless youth in New York City. The film tells the story of a group of kids focusing on how they became homeless and their attempts to survive on the streets of New York. Most of the youth say the reason that they’re homeless in the first place is because they have been rejected from their families for being Gay or Transgender.