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I did a study correlating net profit per location with expenditures on an in-house promotion, and got a correlation of about .15, and that was received very well. If you are following up your correlation analysis with, say, factor analysis of cluster analysis, then a .6 or better correlation makes these subsequent analyses more valid.

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