Relationship between correlation and regression coefficient
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Correlation and linear regression are not the same. Correlation quantifies the degree to which two variables are related. Correlation does not fit a line through the data points. You simply are computing a correlation coefficient (r) that tells you how much one variable tends to change when the other one does.
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