BUG: fix Sparse reduction
- [x] closes #27080
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry

needs a whatsnew note i think for this. updated+green Thanks.