Question: Based on the following rotated component matrix: a. Provide a quick profile of the first four components. b. If we extracted an eighth component, describe

Based on the following rotated component matrix:

a. Provide a quick profile of the first four components.

b. If we extracted an eighth component, describe how the first component would change.

c. What is your considered opinion on the usefulness of applying PCA on this data set?

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