that's why vs therefore

that's why

adv
  • a statement to emphasise the reason or explanation just given 

therefore

adv
  • Consequently, by or in consequence of that or this cause; referring to something previously stated. 

How often have the words that's why and therefore occurred in a corpus of books? (source: Google Ngram Viewer )