I'm performing a PCA analysis and I really like to visualize the correlations using the 'color map on correlations'. However, I would like to have my variabale labels' at the x and y of this graph (see attached image). Is there any way to do this?
In multivariate platform or principle components platform, display the correlation matrix.
Then right-click the matrix and select "Make into Data Table".
Resulting in this new table
You will have to do some manipulation of that table of correlations: Use Tables > Stack to create a tall version of the table that 3 columns: A column with the variable names to use for categories on the X axis, another column with categories for the Y axis, and a column with correlation of the variables in the previous two columns.
Now you can use the Graph Builder to create the heat map of these correlations. I did have to reverse the order of the variables on the X axis in the axis settings to get what you wanted.
Here's a script that recreates all those steps on the sample data table ("Body Measurements.JMP") that I used to illustrate all of this.