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Mastering pandas
Copyright © 2015 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: June 2015
Production reference: 1150615
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78398-196-0
www.packtpub.com
www.allitebooks.com

Credits
Author
Femi Anthony
Reviewers
Opeyemi Akinjayeju
Louis Hénault
Carlos Marin
Commissioning Editor
Karthikey Pandey
Acquisition Editor
Kevin Colaco
Content Development Editor
Arun Nadar
Technical Editor
Mohita Vyas
Copy Editors
Tani Kothari
Jasmine Nadar
Vikrant Phadke
Project Coordinator
Neha Bhatnagar
Proofreader
Sas Editing
Indexer
Tejal Soni
Graphics
Jason Monteiro
Production Coordinator
Aparna Bhagat
Cover Work
Aparna Bhagat
www.allitebooks.com

About the Author
Femi Anthony is a seasoned and knowledgeable software programmer, with over
15 years experience in a vast array of languages, including Perl, C, C++, Java, and
Python. He has worked in both the Internet space and nancial services space for
many years and is now working for a well-known nancial data company. He holds
a bachelor's degree in mathematics with computer science from MIT and a master's
degree from the University of Pennsylvania. His pet interests include data science,
machine learning, and Python. Femi is working on a few side projects in these areas.
His hobbies include reading, soccer, and road cycling. You can follow him at
@dataphanatik, and for any queries, contact him at femibyte@gmail.com.
First and foremost, I would like to thank my wife, Ene, for her
support throughout my career and in writing this book. She has
been my inspiration and motivation for continuing to improve my
knowledge and helping me move ahead in my career. She is my
rock, and I dedicate this book to her. I also thank my wonderful
children, Femi, Lara, and our new addition, Temi, for always making
me smile and for understanding on those days when I was writing
this book instead of playing games with them.
I would also like to thank my book reviewers—Opeyemi Akinjayeju,
who is a dear friend of mine, as well as Louis Hénault and Carlos
Marin—for their invaluable feedback and input toward the
completion of this book. Lastly, I would like to thank my parents,
George and Katie Anthony, for instilling a strong work ethic in me
from an early age.
www.allitebooks.com
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