Using principal factor analysis, determine which original features are the most important explaining

Using principal factor analysis, determine which original
features are the most important explaining the variance of the Firms dataset.
Also compare the principal factor solution with the principal component
solution of the standardised features and determine whether either solution is
capable to conveniently describe the activity branch of the firms.

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