I am wondering how to get complete residual correlation or the reproduced correlation matrix in EFA analysis? See attached dataset. The EFA was saved as script, so you can just run script and get the results.

Besides, I am also wondering how to calculate the communality. For example, from what I learned, the communality for LMX-F1 after rotation should = 0.011^2+0.814^2+0.091^2+0.069^2, from this calculation, I get 0.676, as opposed to the number from JMP as 0.87. Could anybody help with this as well? Thank you so much!