Inconsistent categories
In this exercise, you'll be revisiting the airlines
DataFrame from the previous lesson.
As a reminder, the DataFrame contains flight metadata such as the airline, the destination, waiting times as well as answers to key questions regarding cleanliness, safety, and satisfaction on the San Francisco Airport.
In this exercise, you will examine two categorical columns from this DataFrame, dest_region
and dest_size
respectively, assess how to address them and make sure that they are cleaned and ready for analysis. The pandas
package has been imported as pd
, and the airlines
DataFrame is in your environment.
This exercise is part of the course
Cleaning Data in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Print unique values of both columns
print(airlines['dest_region'].____())
print(airlines['____'].____())