I would like to specify None as the value to substitute in. This is currently disallowed. My use case is for replacing bad values with None so I can then ignore them with dropna().
For example, I have a dataset that incorrectly includes empty strings where there should be None values. I would like to replace the empty strings with None and then drop all null data with dropna().