You use the terms "compare" and "correlate". Those are two very different activities (one is useful for answering questions like "which is bigger", while the other is useful for answering questions like "does variable A increase as variable B does?"). Without using either term (or any statistical term at all, hopefully), what is it that you're trying to find out
It is difficult to understand your question, but assuming that what you want is to compare different data, you should first normalize them and then you can calculate the statistical metrics for comparison.