Table of Contents
Preface
Part 1 – Introduction to pandas
Chapter 1: Introduction to pandas
Introduction to the world of pandas
Exploring the history and evolution of pandas
Components and applications of pandas
Understanding the basic concepts of pandas
The Series object
The DataFrame object
Working with local files
Reading a CSV file
Displaying a snapshot of the data
Writing data to a file
Data types in pandas
Data selection
Data transformation
Data visualization
Time series data
Code optimization
Utility functions
Exercise 1.02 – basic numerical operations with pandas
Data modeling
Exercise 1.03 – comparing data from two DataFrames
Activity 1.01 – comparing sales data for two stores
Summary
Chapter 2: Working with Data Structures
Introduction ...
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