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Theodore Petrou
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
BIRMINGHAM - MUMBAI
Pandas Cookbook
Copyright
©
2017 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or
transmitted in any form or by any means, without the prior written permission of the
publisher, except in the case of brief quotations embedded in critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy of the
information presented. However, the information contained in this book is sold without
warranty, either express or implied. Neither the author, nor Packt Publishing, and its
dealers and distributors will be held liable for any damages caused or alleged to be caused
directly or indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the
companies and products mentioned in this book by the appropriate use of capitals.
However, Packt Publishing cannot guarantee the accuracy of this information.
First published: October 2017
Production reference: 1181017
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.
ISBN 978-1-78439-387-8
www.packtpub.com
Credits
Author
Theodore Petrou
Reviewers
Sonali Dayal
Kuntal Ganguly
Shilpi Saxena
Commissioning Editor
Veena Pagare
Acquisition Editor
Tushar Gupta
Content Development Editor
Snehal Kolte
Copy Editor
Tasneem Fatehi
Project Coordinator
Manthan Patel
Proofreader
Safis Editing
Indexer
Tejal Daruwale Soni
Graphics
Tania Dutta
Production Coordinator
Deepika Naik
Technical Editor
Sayli Nikalje
About the Author
Theodore Petrou
is a data scientist and the founder of Dunder Data, a professional
educational company focusing on exploratory data analysis. He is also the head of Houston
Data Science, a meetup group with more than 2,000 members that has the primary goal of
getting local data enthusiasts together in the same room to practice data science. Before
founding Dunder Data, Ted was a data scientist at Schlumberger, a large oil services
company, where he spent the vast majority of his time exploring data.
Some of his projects included using targeted sentiment analysis to discover the root cause of
part failure from engineer text, developing customized client/server dashboarding
applications, and real-time web services to avoid the mispricing of sales items. Ted received
his masters degree in statistics from Rice University, and used his analytical skills to play
poker professionally and teach math before becoming a data scientist. Ted is a strong
supporter of learning through practice and can often be found answering questions about
pandas on Stack Overflow.

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