bad boy vs independent

bad boy

noun
  • A man whose rebellious nature makes him dangerous and/or attractive. 

  • A male criminal. 

  • An undesirable or difficult task. 

  • A powerful or impressive product or item. 

  • Used other than figuratively or idiomatically: see bad, boy. 

independent

noun
  • A neutral or uncommitted person. 

  • A team not affiliated with any league or conference. 

  • A candidate or voter not affiliated with any political party, a freethinker, free of a party platform. 

  • A small, privately owned business. 

adj
  • Not dependent; not contingent or depending on something else; free. 

  • Not affiliated with any political party. 

  • Separate from; exclusive; irrespective. 

  • Providing a comfortable livelihood. 

  • Not subject to bias or influence; self-directing. 

How often have the words bad boy and independent occurred in a corpus of books? (source: Google Ngram Viewer )