The scatter diagram graphs pairs of numerical data, with one variable on each axis, to look for a relationship between them. If the variables are correlated, the points will fall along a line or curve. The better the correlation, the tighter the points will hug the line.
When to Use a Scatter Diagram
When you have paired numerical data.
When your dependent variable may have multiple values for each value of your independent variable