Pandas cookbook recipes for scientific computing time series analysis and data visualization using Python

Pandas cookbook recipes for scientific computing, time series analysis and data visualization using Python Theodore Petrou [Petrou, Theodore]
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.
Categories:
Computers – Databases
Year:
2017
Publisher:
Packt Publishing
Language:
english
Pages:
532 / 534
ISBN 10:
1784393878
ISBN 13:
9781784393878
File:
226 MB