Q$7$: $25$ pts $)$ Consider the following dataset that shows the scores of students in standardized exams on reading, writing as well as Math and Science.

Determine the Canonical Correlation Coefficient between $\{$read$,$ write$\}$ and $\{$Math$,$ Science$\}$ scores.

$\backslash$table$[[$Num$,$read,write,math,science$],[1,54\mathrm{.}8,64\mathrm{.}5,44\mathrm{.}5,52\mathrm{.}6],[2,52\mathrm{.}1,51\mathrm{.}5,57\mathrm{.}9,60\mathrm{.}7],[3,44\mathrm{.}2,35\mathrm{.}9,43\mathrm{.}6,47\mathrm{.}1],[4,62\mathrm{.}7,59\mathrm{.}3,56\mathrm{.}5,55\mathrm{.}3],[5,52\mathrm{.}1,59\mathrm{.}3,58\mathrm{.}1,47\mathrm{.}1],[6,46\mathrm{.}9,44\mathrm{.}3,48\mathrm{.}7,53\mathrm{.}1],[7,46\mathrm{.}9,61\mathrm{.}9,46\mathrm{.}2,60\mathrm{.}7],[8,49\mathrm{.}5,54\mathrm{.}1,38\mathrm{.}7,49\mathrm{.}8],[9,44\mathrm{.}2,54\mathrm{.}1,47\mathrm{.}1,58],[10,38\mathrm{.}4,37\mathrm{.}2,33\mathrm{.}4,30\mathrm{.}9],[11,44\mathrm{.}2,33\mathrm{.}3,53\mathrm{.}9,58],[12,46\mathrm{.}9,61\mathrm{.}9,53,52\mathrm{.}6],[13,49\mathrm{.}5,51\mathrm{.}5,55\mathrm{.}5,44\mathrm{.}4],[,,,,]]$