Mistress vs Ms

Mistress

noun
  • Used as the title of a female dominant. 

Ms

noun
  • Title used before an adult woman's name or surname, especially when it is not desired or possible to indicate her marital status with Miss or Mrs. 

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