What does the correlation coefficient measure?

1
The strength and direction of the linear relationship between two variables
2
The difference between the predicted and actual values of the dependent variable
3
The degree to which one variable causes changes in another variable
4
The proportion of the variance in the dependent variable that is explained by the independent variable

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