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