Example of a contour plot
main topics
    interpreting results      session command     see also 

Your company manufactures frozen foods and you need to determine the optimal time and temperature for reheating a new frozen entree. You reheat samples at various times and temperatures, then have trained judges rate each for overall quality on a scale of 0 (not enjoyable) - 10 (most enjoyable). Create a contour plot to examine the results. Add contour lines to enhance the plot.

Create a contour plot

1    Open the worksheet REHEAT.MTW.

2    Choose Graph > Contour Plot.

3    In Z variables, enter Quality. In Y variable, enter Time. In X variable, enter Temp.

4    Click Data View.

5    Under Data Display, check Contour lines.

6    Click OK in each dialog box.

Interpreting the results

Adding the contour lines helps define the shaded regions more sharply. In this graph, darker regions indicate higher z-values. These higher z-values seem to form a ridge running from the upper left of the graph to the middle right. The valleys in the lower part of the graph and the upper right represent time-temperature combinations that result in under-cooked or over-cooked entrees (respectively).

 

Because you are interested in locating the highest quality values (which range from 0-10), you decide to customize the contour levels.

Customize the contour levels

1    Choose Editor > Graph Options.

2    Click the Levels tab.

3    Under Contour Levels, choose Values and enter 2 4 6 8.

3    Click OK.

Interpreting the results

The modified contour levels reveal a peak centered at about Time 35 and Temp 425. Quality scores in this peak region are greater than 8.

Additional examples that help visualize these data include:

·    Scatterplot with connect line

·    Scatterplot with connect lines and groups

·    3D scatterplot

·    3D surface plot

·    3D wireframe plot