how should we handle ordered categoricals?

[cpcloud]

Similar to R's factors, Pandas has an ordered argument that indicates that the categories have an ordering. I'm not sure what happens when you have an ordered Categorical.

[mrocklin]

In the case of ordered categoricals do we ever expect to see new categories?