title: How to interpret the values returned by numpy.correlate and numpy.corrcoef?
body: <p>I have two 1D arrays and I want to see their inter-relationships. What procedure should I use in numpy? I am using <code>numpy.corrcoef(arrayA, arrayB)</code> and <code>numpy.correlate(arrayA, arrayB)</code> and both are giving some results that I am not able to comprehend or understand.</p>
  
  <p>Can somebody please shed light on how to understand and interpret those numerical results (preferably, using an example)?</p>