Lerner R. Pandas Workout (MEAP V6) 2022

Textbook in PDF format

Practice makes perfect pandas. Work out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks.
In Pandas Workout you’ll learn how to:
Clean your data for accurate analysis
Work with rows and columns for retrieving and assigning data
Handle indexes, including hierarchical indexes
Read and write data with a number of common formats, such as CSV and JSON
Process and manipulate textual data from within pandas
Work with dates and times in pandas
Perform aggregate calculations on selected subsets of data
Produce attractive and useful visualizations that make your data come alive