I was able to figure this out. Apparently, somewhere along the way I deleted several columns in the dataset I was attempting to reverse scaling on. Once I discovered that and made the necessary changes, the code, as written, worked as expected.

I suspect that the inverse.transform line was referencing a version of the dataset from earlier in the program, but at this time I can't see where. But this was my solution.