Hackers replaced the muppets with explicit sex videos.
A message on the show page informed users that it had been shut down due to "repeated or severe violations of our community guidelines."
There is no official word who is responsible.
PBS, the show's producers or search giant Google, which owns YouTube, have not commented on the hacking.