Example of the Pareto Plot Platform
In this example, you determine which factors contribute most toward process failure during the fabrication of integrated circuits. The data contain the types of failure defects and the number of times each type of defect occurred.
1. Select Help > Sample Data Folder and open Quality Control/Failure.jmp.
2. Select Analyze > Quality and Process > Pareto Plot.
3. Select failure and click Y, Cause.
This column lists the causes of failure. It is the variable that you want to inspect.
4. Select N and click Freq.
This column list the number of times that each type of failure occurred.
5. Click OK.
Figure 15.2 Pareto Plot Report Window
The left axis represents the count of failures, and the right axis represents the percent of failures in each category. The bars are in decreasing order with the most frequently occurring failure to the left. The curve indicates the cumulative failures from left to right.
6. Click the Plots red triangle and select Cumulative Percent > Label Cum Percent Points.
Note that Contamination accounts for approximately 45% of the failures. The point above the Oxide Defect bar shows that Contamination and Oxide Defect together account for approximately 71% of the failures.
7. Click the Plots red triangle and deselect Cumulative Percent > Label Cum Percent Points.
8. Click the Plots red triangle and deselect Cumulative Percent > Show Cum Percent Curve.
9. Click the label for the vertical axis labeled N and rename it Count.
10. Double-click the vertical axis to display the Y Axis Settings window.
– In the Maximum field, type 15.
– In the Increment field, type 2.
– In the Axis Label Row panel, select Grid Lines for the Major grid line.
– Click OK.
Figure 15.3 Pareto Plot with Display Options
Figure 15.3 shows the counts of different types of failures, with the categories labeled on the horizontal axis. The vertical count axis is rescaled and has grid lines at the major tick marks.
11. To view the data as a pie chart, click the Plots red triangle and select Pareto > Pie Chart.
Figure 15.4 Pareto Plot as a Pie Chart
Contamination and Oxide Defect clearly represent the majority of the failures.