Book

Pandas Cookbook

Explore pandas, the powerful Python library for data analysis and manipulation by working on real-world datasets. Get to grips with the fundamentals and learn to use pandas to clean messy data, independently analyze groups within your data, make powerful time-series calculations, and create beautiful visualizations during exploratory data analysis.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

17h44m

Language

English

About Book

Who Is This Book For?

This book is for data scientists, analysts and Python developers who wish to explore data analysis and scientific computing in a practical, hands-on manner. The recipes included in this book are suitable for both novice and advanced users, and contain helpful tips, tricks and caveats wherever necessary. Some understanding of pandas will be helpful, but not mandatory.

Book content

chapters 17h44m total length

Pandas Foundations

Essential DataFrame Operations

Beginning Data Analysis

Selecting Subsets of Data

Boolean Indexing

Index Alignment

Grouping for Aggregation, Filtration and Transformation

Restructuring Data into Tidy Form

Joining multiple pandas objects

Time Series

Visualization

Related Resources

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