title: How to know when to use a particular kind of Similarity index? Euclidean Distance vs. Pearson Correlation
body: <p>What are some of the deciding factors to take into consideration when choosing a similarity index. 
  In what cases is a Euclidean Distance preferred over Pearson and vice versa? </p>