Theodore Petrou

Pandas Cookbook (eBook, ePUB)

Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python

• Format: ePub

Produktbeschreibung

This book will provide you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas 0.20. Some recipes focus on achieving a deeper understanding of basic principles, or comparing and contrasting two similar operations. Other recipes will dive deep into a particular dataset, uncovering new and unexpected insights along the way.

The pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands like one would do during an actual analysis. This book guides you, as if you were looking over the shoulder of an expert, through practical situations that you are highly likely to encounter.

Many advanced recipes combine several different features across the pandas 0.20 library to generate results.

Produktdetails

• Verlag: Packt Publishing
• Seitenzahl: 532
• Erscheinungstermin: 23. Oktober 2017
• Englisch
• ISBN-13: 9781784393342
• Artikelnr.: 50003804

Autorenporträt

Theodore Petrou is the founder of Dunder Data, a training company dedicated to helping teach the Python data science ecosystem effectively to individuals and corporations. Read his tutorials and attempt his data science challenges at the Dunder Data website.