Chapter 2
Data Exploration and Visualization

Learning Objectives

By the end of this chapter, you will be able to:

• Create summaries, aggregations, and descriptive statistics from your data
• Reshape pandas DataFrames to detect relationships in data
• Build pivot tables and perform comparative analysis and tests
• Create effective visualizations through Matplotlib and seaborn

This chapter explains how to derive various descriptive statistics and generate insights and visualizations from your data.