The new pint-demo notebook illustrates the fact that we don't yet have a defined way to write (let alone read) Pint-Pandas dataframes. There are several directions we can go, which we have discussed. We should use this test case to make a decision, document it, and publish it.
https://github.com/os-climate/data-platform-demo/blob/master/notebooks/pint-demo.ipynb