title: principal component variance given by eigenvalue for principal eigenvector
body: <p>in Principle Component Analysis</p>
  
  <p>I was wondering why the data projected onto the principle component
  has variance by the eigenvalue corresponding to the principle eigenvector?</p>
  
  <p>I can't find the explanation in my textbook.</p>