Chapter 19

Exploratory Data Analysis with pandas

Learning Objectives

  • Use Python and pandas for EDA
  • Understand pandas data structures
  • Cover statistics with pandas
  • Learn and use common pandas functions
  • Understand external Python Libraries

Key Terminology

Exploring Data with Python

  • pandas

pandas Series

  • Series

pandas DataFrame

  • DataFrame

pandas Functions

  • pandas functions

NumPy Functions

  • NumPy functions