Learning the Pandas Library
Learning the Pandas Library
Python Tools for Data Munging, Analysis, and Visualization
About the Book
Learning the Pandas Library is designed to bring developers and aspiring data scientists who are anxious to learn Pandas up to speed quickly. It covers the latest version of Pandas. It starts with the fundamentals of the data structures. Then, it covers the essential functionality. It includes many examples, graphics, code samples, and plots from real world examples.
About the Author
Table of Contents
-
- Introduction
- Installation
- Data Structures
-
Series - Series CRUD
- Series Indexing
- Series Methods
- Series Plotting
- Another Series Example
- DataFrames
- Data Frame Example
- Data Frame Methods
- Data Frame Statistics
- Grouping, Pivoting, and Reshaping
- Dealing With Missing Data
- Joining Data Frames
- Avalanche Analysis and Plotting
- Notes
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