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You are working with a dataset with 7 numerical predictors about individual behavior during the COVID pandemic. The behavior data includes mask wearing, going to

You are working with a dataset with 7 numerical predictors about individual behavior during the COVID pandemic. The behavior data includes mask wearing, going to a place of worship, meeting large groups, and several more. You apply PCA to the 7 predictors. The resulting dimensions of the PCA have:

No predefined meaning (interpretation) because there are no labels in the data.

Meanings assigned to them based on the labels in the data

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