I just noticed today how good the wikipedia article on correlation is. This is worth a read, if not only for nice concise expressions, of the form such as "correlation or co-relation refers to the departure of two random variables from independence" and many others. Anyway, as we are talking statistics, do check out the highly related articles on Pearson's Correlation, and Standard Score.
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