for a fact vs that is

for a fact

adv
  • Used other than figuratively or idiomatically: see for, a, fact. 

  • Without doubt. 

that is

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

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