The degree of closeness of scatter points and their overall direction

The degree of closeness of scatter points and their overall direction gives us an idea of the nature
of the relationship between variables’. Explain.

Scatter diagram is a graphic method of studying correlation.To construct a scatter diagram, X
variable is taken on X-axis and Y variable is taken on Y-axis. The cluster of points, so plotted is » referred to as a scatter diagram. In a scatter diagram, the degree of closeness of scatter points and their overall direction gies us an idea of the nature of the relationship.
(i) If the dots move; from left, to rightwards, correlation is said to be positive whereas the movement of dots from left to right downwards indicates negative correlation.
(ii) Dots in a straight line indicate perfect correlation.
(iii) Dots falling close to each other in a straight line indicate high degree of correlation.