A Correlation Matrix represents the strength and connection between two random variables. For example, One could argue that there is a strong correlation between the number of ice cream cones sold and the number of swimming accidents per month, because of the weather. During summer time months people buy more ice cream cones, and more people are swimming, and if more people are swimming your chances of having an accident go up. This particular matrix shows the correlation between two random genes.
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