The loading plot provides information about the loadings of the first two principal components.

For the loan applicant data:

·    Age, Residence, Employ, and Savings have large positive loadings on component 1, so label this component Applicant Background.

·    Debt and Credit Cards have large negative loadings on component 2, so label this component Credit history.