specifying category in python code example

Example 1: using df.astype to select categorical data and numerical data

df.satisfaction.astype("category",
  ordered=True,
  categories=ordered_satisfaction
)

Example 2: treat NaN as a category

g_without_nan = g.cat.add_categories("D").fillna("D")