Please solve the numerical and show all the steps and calculations while calculating PCA ..Please solve the PCA numerical i beg you

(b) Given Data 30, 40, 25, 5, 10. 15, 20, 30, 40. 45; 35, 45, 30, 10, 15, 20, 25, 35, 45, 50 Compute the principle component using PCA algorithm. SECTIONC (20 Marks) (Compulsory)