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M is data for Monkey
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更新于2023-05-22
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Power Query is one component of the Power BI (Business Intelligence) product from Microsoft, and “M” is the name of the programming language created by it. As more business intelligence pros begin using Power Pivot, they find that they do not have the Excel skills to clean the data in Excel; Power Query solves this problem. This book shows how to use the Power Query tool to get difficult data sets into both Excel and Power Pivot, and is solely devoted to Power Query dashboarding and reporting.
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inside front cover - page intentionally le blank

by
Ken Puls &
Miguel Escobar
Holy Macro! Books
PO Box 541731
Merritt Island, FL 32953

ii
M is for (Data) Monkey
© 2016 Tickling Keys, Inc.
All rights reserved. No part of this book may be reproduced or transmied in any form or by any means,
electronic or mechanical, including photocopying, recording, or by any informaon or storage retrieval sys-
tem without permission from the publisher. Every eort has been made to make this book as complete and
accurate as possible, but no warranty or tness is implied. The informaon is provided on an “as is” basis.
The authors and the publisher shall have neither liability nor responsibility to any person or enty with re-
spect to any loss or damages arising from the informaon contained in this book.
Authors: Ken Puls and Miguel Escobar
Layout: Jill Bee
Copyeding: Kiy Wilson
Technical Editor: Roger Govier
Cover Design: Shannon Maza 6’4 Producons
Indexing: Nellie Jay
Ape Illustraons: Walter Agnew Moore
Cover Illustraon: Irdan Teras
Published by: Holy Macro! Books, PO Box 541731, Merri Island FL 32953, USA
Distributed by: Independent Publishers Group, Chicago, IL
First Prinng: October, 2015
ISBN: 978-1-61547-034-1 Print, 978-1-61547-223-9 PDF, 978-1-61547-345-8 ePub, 978-1-61547-034-1 Mobi
LCCN: 2015940635

iii
Table of Contents
Foreword How Power Query Changed Our Lives .................................................................................. v
Chapter 0 Introducon: A New Revoluon ..........................................................................................1
Chapter 1 Imporng Basic Data .........................................................................................................11
Chapter 2 Overriding Power Query Defaults ......................................................................................19
Chapter 3 Basic Append Operaons ..................................................................................................27
Chapter 4 Imporng All Files in a Folder ............................................................................................33
Chapter 5 Aggregang Excel Worksheets ...........................................................................................43
Chapter 6 Unpivong Data ................................................................................................................51
Chapter 7 Imporng Nondelimited Text Files ..................................................................................... 57
Chapter 8 Imporng from Databases ................................................................................................. 65
Chapter 9 Merging Tables and Queries ..............................................................................................79
Chapter 10 Query Loading Desnaons .............................................................................................87
Chapter 11 Dening Data Types.........................................................................................................97
Chapter 12 Imporng Web Data ......................................................................................................103
Chapter 13 Loading Data from Exchange .........................................................................................111
Chapter 14 Grouping and Summarizing ...........................................................................................117
Chapter 15 Transposing and Unpivong Complex Data .................................................................... 123
Chapter 16 Automang Refreshing .................................................................................................. 133
Chapter 17 Power Query Formulas .................................................................................................. 139
Chapter 18 Condional Logic in Power Query .................................................................................. 153
Chapter 19 Power Query Objects ....................................................................................................157
Chapter 20 Understanding the M Language ..................................................................................... 173
Chapter 21 Creang Custom Funcons ............................................................................................189
Chapter 22 Advanced Condional Logic ...........................................................................................197
Chapter 23 Dynamic Parameter Tables ............................................................................................209
Chapter 24 Dynamic Calendar Tables ...............................................................................................215
Chapter 25 Query Organizaon .......................................................................................................221
Index ...............................................................................................................................................227
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