unfamiliar vs unheard-of

unfamiliar

adj
  • Strange, not familiar. 

noun
  • An unfamiliar person; a stranger. 

unheard-of

adj
  • Previously unknown; unprecedented. 

  • Unknown or known to only few people. 

How often have the words unfamiliar and unheard-of occurred in a corpus of books? (source: Google Ngram Viewer )