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Correlation indicates the strength and direction of a linear relationship between two variables and can range from -1 to 1, where -1 is a perfect negative correlation, 1 is a perfect positive correlation, and 0 is no correlation. A correlation of 1 means the variables increase together, a correlation of -1 means one variable increases as the other decreases, and r is calculated by taking the covariance of the two variables divided by the product of their standard deviations. While correlation may be found, it does not necessarily imply that one variable causes the other.








