take a fancy to vs take a shining to

take a fancy to

verb
  • To become fond of someone or something. 

take a shining to

verb
  • Synonym of take a shine to (“to become fond of something”) 

How often have the words take a fancy to and take a shining to occurred in a corpus of books? (source: Google Ngram Viewer )