I think we need some more information and some sample data. we need FAQ: How to do a minimal reproducible example ( reprex ) for beginners
A handy way to supply some sample data is the dput() function. In the case of a large dataset something like dput(head(mydata, 100)) should supply the data we need.
Going from memory, I think William Revelle's psych package should be of help.