Encoding categories

You need to help your algorithm understand that you're dealing with categories. You will encode categories of the salary variable, which you know is ordinal based on the values you observed:

• you first have to tell Python that the salary column is actually categorical
• you then have to specify the correct order of categories
• finally, you should encode each category with a numeric value corresponding to its specific position in the order