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The Definitive Guide to Power Query (M)

You're reading from  The Definitive Guide to Power Query (M)

Product type Book
Published in Mar 2024
Publisher Packt
ISBN-13 9781835089729
Pages 758 pages
Edition 1st Edition
Languages
Authors (3):
Gregory Deckler Gregory Deckler
Profile icon Gregory Deckler
Rick de Groot Rick de Groot
Profile icon Rick de Groot
Melissa de Korte Melissa de Korte
Profile icon Melissa de Korte
View More author details

Table of Contents (19) Chapters

Preface Introducing M Working with Power Query/M Accessing and Combining Data Understanding Values and Expressions Understanding Data Types Structured Values Conceptualizing M Working with Nested Structures Parameters and Custom Functions Dealing with Dates, Times, and Durations Comparers, Replacers, Combiners, and Splitters Handling Errors and Debugging Iteration and Recursion Troublesome Data Patterns Optimizing Performance Enabling Extensions Other Books You May Enjoy
Index

Combining and joining data

Thus far, we have been focused on accessing and retrieving data from individual data sources with minimal data transformation. However, in addition to accessing data, one of the strengths of the M language is the ability to transform and combine that data. This provides the ability to combine data from multiple sources together such as merging inventory data with sales data or combining customer data from multiple CRM systems. Therefore, we will briefly cover five basic functions that allow us to combine and merge our data together. These five functions are:

  • Table.Combine
  • Table.NestedJoin
  • Table.Join
  • Table.FuzzyNestedJoin
  • Table.FuzzyJoin

As you read this section, it will be helpful to reference Rick de Groot’s Join Types Cheat Sheet, which can be found here: https://gorilla.bi/power-query/join-types/. For ease of reference, the cheat sheet is included here:

Figure 3.13: Output of Table.NestedJoin...

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