The independent variable, plotted on the x axis, is the factor selected by the manager as the area of interest: department, time period, geographical location, etc. The frequency of occurrence of the defect (dependent variable) is plotted on the y axis.
The occurrences of the independent variable are ranked from highest to lowest, allowing the manager to see at a glance which areas are of most concern.