pandas get category value numeric 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 make a column a factor in pandas

df['col_name'] = df['col_name'].astype('category')