Identify Redundant Questions in a Questionnaire

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Where multiple variables have very high positive or negative correlations on a component in the Rotated Component Matrix the implication is that they are redundant and some of them can be removed. How high is "high" depends upon he context, but correlations of 0.9 or above (or -0.9 or below) are likely good candidates for removal.

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