What is a small correlation coefficient?

A small correlation coefficient, typically close to 0, indicates a weak relationship between two variables, meaning that changes in one variable are not strongly associated with changes in the other. In statistical terms, a correlation coefficient ranges from -1 to 1, where values near 0 suggest minimal linear correlation. This implies that knowing the value of one variable provides little predictive power for the other.