play ball vs shake on

play ball

verb
  • An expression used at the beginning of a game of baseball or softball. 

  • To start anything tumultuous. 

  • To work together; to cooperate. 

shake on

How often have the words play ball and shake on occurred in a corpus of books? (source: Google Ngram Viewer )