Hi Kan — Great post…

I tried to follow your steps but I seem to get a difference after the dimensional reduction step, my top 20 rows match what you have (in terms of x1, x2, x3) but they seem to differ below this, for example for Pepsico, Inc. my x1, x2 and x3 values are -0.0132, 0.0133 and 0.0081 respectively… I’ve checked and double checked the steps that I have used and I seem to be following each as you have posted them… weird?

Really like Exploratory desktop so far — Love its structure, design and flow.