how to numerate categorical data in pandas code example

Example 1: pandas categorical to numeric

#this will label the different catagories as 0,1,2,3....
dataset["sex"] = dataset["sex"].astype('category').cat.codes

Example 2: how to store categorical variables in separate dataframe

df.loc[:,df.dtypes==np.object]