I was unable to read your post as actual data. If appears to be a raster scan.
the Nabble version of the list allows you to attach your SPSS file.
List members might try to wok with your data, but I doubt if any list member would key it all
You should be able to do a doubly repeated ANOVA and get the variance components.
Are the three thickness mixtures of the same ingredients?
Are the cell entries the all viscometer readings? does a lower number indicate a more viscous fluid?
Am I reading correctly that each subject made 9 attempts, i.e., 3 attempts at 3 viscosities.
In the newsgroup you said there were 19 subjects.
I suggest that you start with a 2-way scatter plot. Use 3 different symbols for the 3 attempts and 3 colors for the 3 desired viscosities.
Another visualization would connect each triad of dots.
Art Kendall
Social Research Consultants