convert to categorical pandas dataframe code example

Example 1: panda categorical data into numerica

sex = train_dataset['Sex'].replace(['female','male'],[0,1])
print(sex)

Example 2: how to store categorical variables in separate dataframe

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