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The rotated component matrix helps you to determine
what the components represent.
The first component is
most highly correlated with Price
in thousands and Horsepower.
Price in thousands is a better
representative, however, because it is less correlated with the
other two components.
The second component is most highly correlated with
Length.
The third
component is most highly correlated with Vehicle type.
This suggests that you can focus on Price in thousands,
Length, and Vehicle type
in further analyses, but you can do even better by saving component scores.
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Rotated Component Matrix |