Original PDF Ebook – Pandas Cookbook1st Edition – 9781784393878
Publisher’s Note: A new second edition, updated completely for pandas 1.x with additional chapters, has now been published. This edition from 2017 is outdated and is based on pandas 0.20._x000D_Key Features_x000D_
Use the power of pandas 0.20 to solve most complex scientific computing problems with ease_x000D_
Leverage fast, robust data structures in pandas 0.20 to gain useful insights from your data_x000D_
Practical, easy to implement recipes for quick solutions to common problems in data using pandas 0.20_x000D_
Book Description_x000D_
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._x000D_
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._x000D_
Many advanced recipes combine several different features across the pandas 0.20 library to generate results._x000D_
What You Will Learn_x000D_
Master the fundamentals of pandas 0.20 to quickly begin exploring any dataset_x000D_
Isolate any subset of data by properly selecting and querying the data_x000D_
Split data into independent groups before applying aggregations and transformations to each group
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