Learning Objectives

After completing this chapter, you should be able to:

• Use Matplotlib to visualize data using a variety of types of plots

• Understand the difference between state-based and object-oriented uses of Matplotlib

• Use Seaborn to visualize data using a variety of types of plots

• Understand use cases where Seaborn can be preferable to Matplotlib

• Recognize and appropriately use strategies for visualizing continuous and categorical data

• Visualize and reason about the distributions of data

• Understand human factors considerations in visualization