ENH: PeriodIndex now has period dtype
- [x] split from #13755. 
- [x] tests added / passed
- [x] passes `git diff upstream/master | flake8 --diff`
- [x] whatsnew entry

splitted `dtype` related part from #13755, to clarify the differences related to `PeriodIndex`
