The covariance is a value in [0,1]. If two variables are independents, then
cov=0 does not imply that the two variables are independent.
- if cov is around 0 then the dependency is weak
- if cov is around -1 then the dependency is negatively strong
- if cov is around 1 then the dependency is positively strong
Otherwise, we can't really say something.