choose sides vs pick sides

choose sides

verb
  • Used other than figuratively or idiomatically: see choose, sides. 

  • To divide a group into teams for a game or sport. 

pick sides

verb
  • To take sides; to favour one side or viewpoint in a competition or confrontation. 

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