what is the difference between covariance and correlation 
covariance measures the direction of a relationship between two variables while correlation measures the strength of that relationship both correlation and covariance are positive when the variables move in the same direction and negative when they move in opposite directions however a correlation coefficient must always range from 1 to 1 with extreme values indicating a strong relationship 