Question: what is the difference between uncorrelated and independent?
Answer: Uncorrelated random variables have a Pearson correlation coefficient of zero, except in the trivial case when either variable has zero variance (is a constant). In this case the correlation is undefined. are independent, with finite second moments, then they are uncorrelated.