Deals Of The Week - hours only!Up to 80% off on all courses and bundles.-Close

Wrap course as a gift

Prepare your gift and double-check it looks just right.

Form validation errors

Recipient's Name:
Recipient's Email:
Your Message (Optional):
Proceed to Checkout

Introduction to Python for Data Science

Introduction
Missing values
Duplicate rows
Outliers
9. Introduction to outliers
Joining datasets
Summary

Instruction

Perfect! The third frequent problem with datasets is that they contain outliers. Outliers are values that are distant from other values. In other words, they're found at the very extremes of the dataset, far from the center. Sounds vague? Let's look at an example.

Exercise

Create a DataFrame named temperatures based on the temperatures.csv file. After that, show the contents of temperatures.

Note the temperature value for the year 2000 is very big as compared to the temperatures of other years.