Correlation Coefficient

"Positive correlation means that increases in one variable tend to accompany increases in the other, while negative correlation means that increases in one tend to accompany decreases in the other. A scatterplot helps reveal whether the numerical value of r reflects a meaningful linear pattern or is being affected by unusual observations. A strong correlation indicates association, not necessarily causation."