Hello and good day to you. I am using Principle Component Analysis (PCA) with Varimax rotation to analyze variables on my research.
There are 20 variables and 6 components were extracted. From the result, I noticed that the variables were strongly loaded on one component.
And I attached the Rotated component Matrix which I got from the PCA analysis.
As you can see from the picture there were 10 different variables which put into the first component
I don't know where did I makes mistakes of where the fault is coming from, can anybody please give me a suggestion? Thank You.