Using the heptathlon data we have studied in class $($see the Module $4$ notes$/$slides$),$ do the following.

a$.$Create a scaled distance matrix of these observations $($a distance matrix using the scaled data as input$).$

b$.$ What is the minimum number of dimensions which accounts for $80\%$ of the proportion of the eigenvalues?