Hi, thanks a lot but as I have an older version (JMP 9.02) i couldnt see the same options as you have shown in your screen plot. however realizing that it can be done I looked at the drop down menu of the Principal Components (red arrow) and used the option of Loading plot and was able to get plots with PCa1, 2, 3 as axes.