according to vs knowing

according to

prep
  • Depending on. 

  • Based on what is said or stated by; on the authority of. 

  • In a manner conforming or corresponding to; in proportion to; in accordance with. , 

knowing

prep
  • Given my knowledge about someone or something. 

noun
  • The act or condition of having knowledge. 

adj
  • The ability to know something without being taught. 

  • Suggestive of private knowledge or understanding. 

  • Possessing knowledge or understanding; knowledgeable, intelligent. 

  • Deliberate, wilful. 

  • Shrewd or showing clever awareness; discerning. 

  • Demonstrating knowledge of what is in fashion; stylish, chic. 

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