This Excel tutorial explains the meaning and calculation of Covariance and Coefficient of Correlation.
You may also want to read:
Excel Range, Variance, Standard Deviation
Covariance, Coefficient of Correlation
Assume that we have two sets of data - English and Mathematics results for each student. How can we tell whether English result has any relationship with Mathematics result?
...