The correlation analysis showed that A was strongly correlated with B that was 0.99, H that was 0.971 and some variable was negatively correlated with A as shown in correlation table. The communalities value of factor loading showed that extraction of the was highest for A, B, H, z9, z8, z7, z1, z3, z6, y6, z4, z2, y1, z5, y9, y4, y8, y7, L1, y5, L3, y3, y2 and J have the highest value as compared to the other variables. The maximum variation was observed till component 9 and it was also observed in scree plot.