The Kimball Group Reader: Relentlessly Practical Tools for Data Warehousing and Business Intelligence, Second Edition
Published by
John Wiley & Sons, Inc.
10475 Crosspoint Boulevard
Indianapolis, IN 46256
www.wiley.com
Copyright 2016 by Ralph Kimball and Margy Ross
Published simultaneously in Canada
ISBN: 978-1-119-21631-5
ISBN: 978-1-119-23879-9 (ebk)
ISBN: 978-1-119-21659-9 (ebk)
No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning or otherwise, except as permitted under Sections 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of the Publisher, or authorization through payment of the appropriate per-copy fee to the Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923, (978) 750-8400, fax (978) 646-8600. Requests to the Publisher for permission should be addressed to the Permissions Department, John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, (201) 748-6011, fax (201) 748-6008, or online at http://www.wiley.com/go/permissions
.
Limit of Liability/Disclaimer of Warranty: The publisher and the author make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifi cally disclaim all warranties, including without limitation warranties of fi tness for a particular purpose. No warranty may be created or extended by sales or promotional materials.
The advice and strategies contained herein may not be suitable for every situation. This work is sold with the understanding that the publisher is not engaged in rendering legal, accounting, or other professional services. If professional assistance is required, the services of a competent professional person should be sought. Neither the publisher nor the author shall be liable for damages arising herefrom. The fact that an organization or Web site is referred to in this work as a citation and/or a potential source of further information does not mean that the author or the publisher endorses the information the organization or Web site may provide or recommendations it may make. Further, readers should be aware that Internet Web sites listed in this work may have changed or disappeared between when this work was written and when it is read.
For general information on our other products and services please contact our Customer Care Department within the United States at (877) 762-2974, outside the United States at (317) 572-3993 or fax (317) 572-4002.
Wiley publishes in a variety of print and electronic formats and by print-on-demand. Some material included with standard print versions of this book may not be included in e-books or in print-on-demand. If this book refers to media such as a CD or DVD that is not included in the version you purchased, you may download this material at http://booksupport.wiley.com
. For more information about Wiley products, visit www.wiley.com
.
Library of Congress Control Number: 2015956232
Trademarks: Wiley, and the Wiley logo are trademarks or registered trademarks of John Wiley & Sons, Inc. and/or its affi liates, in the United States and other countries, and may not be used without written permission. All other trademarks are the property of their respective owners. John Wiley & Sons, Inc., is not associated with any product or vendor mentioned in this book.
About the Authors
Ralph Kimball founded the Kimball Group. Since the mid-1980s, he has been the DW/BI industry's thought leader on the dimensional approach and has trained more than 20,000 IT professionals. Prior to working at Metaphor and founding Red Brick Systems, Ralph co-invented the Star workstation at Xerox's Palo Alto Research Center (PARC). Ralph has a Ph.D. in Electrical Engineering from Stanford University.
Margy Ross is President of the Kimball Group and Decision Works Consulting. She has focused exclusively on data warehousing and business intelligence since 1982. Margy has consulted with hundreds of clients and taught DW/BI best practices to tens of thousands. Prior to working at Metaphor and co-founding DecisionWorks Consulting, she graduated with a B.S. in Industrial Engineering from Northwestern University.
Credits
Project Editor
Tom Dinse
Production Editor
Christine O'Connor
Copy Editor
Kim Cofer
Manager of Content Development & Assembly
Mary Beth Wakefield
Marketing Director
David Mayhew
Marketing Manager
Carrie Sherrill
Professional Technology & Strategy Director
Barry Pruett
Business Manager
Amy Knies
Associate Publisher
Jim Minatel
Project Coordinator, Cover
Brent Savage
Proofreader
Nancy Carrasco
Indexer
Johnna VanHoose Dinse
Cover Designer
Wiley
Cover Image
The Kimball Group
Warren Thornthwaite (19572014)
The Kimball Group lost Warren to a brain tumor in 2014. He wrote many insightful articles that appear in this Reader. All of us at the Kimball Group miss Warren dearlyhis intellect, curiosity, creativity, and most especially, his friendship and sense of humor. As any of you who met Warren will attest, he was truly one of a kind!
Acknowledgments
First, we want to thank the 33,000 subscribers to the Kimball Design Tips, and the uncounted numbers who have visited the Kimball Group website to peruse our archive. This book brings the remastered Design Tips and articles together in what we hope is a very usable form.
The Kimball Group Reader would not exist without the assistance of our business partners. Kimball Group members Bob Becker, Joy Mundy, and Warren Thornthwaite wrote many of the valuable articles and Design Tips included in the book. Thanks to Julie Kimball for her insightful comments. Thanks also to former Kimball Group member Bill Schmarzo for his contributions on analytic applications.
Thanks to our clients and students who have embraced, practiced, and validated the Kimball methods with us. We have learned as much from you as you have from us!
Jim Minatel, our executive editor at Wiley Publishing, project editor Tom Dinse, and the rest of the Wiley team have supported this project with skill, encouragement, and enthusiasm. It has been a pleasure to work with them.
To our families, thank you for your support over the twenty year span during which we wrote these Design Tips and articles. Julie Kimball and Scott Ross: We couldn't have done it without you! And, of course, thanks to our children, Sara Kimball Smith, Brian Kimball, and Katie Ross, who have grown into adults over the same time!
Introduction
The Kimball Group's article and Design Tip archive has been the most popular destination on our website (www.kimballgroup.com
). Stretching back twenty years to Ralph's original 1995 DBMS magazine articles, the archive explores more than 250 topics, sometimes in more depth than provided by our books or courses.
With The Kimball Group Reader, Second Edition, we have organized all of the articles in a coherent way. But The Reader is more than merely a collection of our past magazine articles and Design Tips verbatim. We have trimmed the redundancy, made sure all the articles are written with the same consistent vocabulary, and updated many of the figures. This is a new and improved remastered compilation of our writings.
Next page