read_excel with dtype=str converts empty cells to np.nan
Checklist for other PRs (remove this part if you are doing a PR for the pandas documentation sprint):

- [x] closes #20377
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
