Chapter 20

Cleaning Data with Pandas

Learning Objectives

Upon completing all the content in this chapter, you should be able to do the following:

  1. Use Pandas to locate and resolve issues related to all four types of dirty data: missing data, irregular data, unnecessary data, and inconsistent data.

Key Terminology

These are the key terms for this chapter broken down by the page the term first appears on. Make note of these terms and their definitions as you read.

Handling Missing Data

  1. interpolation

Content Links