that is vs thereby

that is

adv
  • In other words; that is to say. Used to introduce a clarification or explanation 

thereby

adv
  • By it; by that; by that means, or as a consequence of that. 

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