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Data Modeling with Microsoft Excel

You're reading from  Data Modeling with Microsoft Excel

Product type Book
Published in Nov 2023
Publisher Packt
ISBN-13 9781803240282
Pages 316 pages
Edition 1st Edition
Languages
Author (1):
Bernard Obeng Boateng Bernard Obeng Boateng
Profile icon Bernard Obeng Boateng

Table of Contents (16) Chapters

Preface 1. Part 1: Overview and Introduction to Data Modeling in Microsoft Excel
2. Chapter 1: Getting Started with Data Modeling – Overview and Importance 3. Chapter 2: Data Structuring for Data Models – What’s the best way to layout your data? 4. Chapter 3: Preparing Your Data for the Data Model – Cleaning and Transforming Your Data Using Power Query 5. Chapter 4: Data Modeling with Power Pivot – Understanding How to Combine and Analyze Multiple Tables Using the Data Model 6. Part 2: Creating Insightful Calculations from your Data Model using DAX and Cube Functions
7. Chapter 5: Creating DAX Calculations from Your Data Model – Introduction to Measures and Calculated Columns 8. Chapter 6: Creating Cube Functions from Your Data Model – a Flexible Alternative to Calculations in Your Data Model 9. Part 3: Putting it all together with a Dashboard
10. Chapter 7: Communicating Insights from Your Data Model Using Dashboards – Overview and Uses 11. Chapter 8: Visualization Elements for Your Dashboard – Slicers, PivotCharts, Conditional Formatting, and Shapes 12. Chapter 9: Choosing the Right Design Themes – Less Is More with Colors 13. Chapter 10: Publication and Deployment – Sharing with Report Users 14. Index 15. Other Books You May Enjoy

Getting Started with Data Modeling – Overview and Importance

Think of how a business plan lays out the written roadmap for companies to understand and make sense of all the moving parts of their business: the drivers, resources, and processes required to achieve success. This plan often serves as the manual companies consult to understand how all the pieces of the business puzzle fit together.

In the same way, large and complex datasets require a structure or a blueprint that allows data analysts to visualize how different data points can be structured and connected to deliver insights for action or decision making.

This underscores the significance of data modeling in the field of data analytics, and it is precisely where data modeling in Microsoft Excel proves invaluable.

In this first chapter of the book, we will break down the concept of data modeling within and beyond Microsoft Excel. The chapter will cover the advantages of using a data model to manage multiple sources of data. You will go on to understand some practical use cases on how to use the data model to look up and reference related tables and understand the architecture and features of Power Pivot, the engine for data modeling in Microsoft Excel. Throughout the journey, best practices will be highlighted and covered.

At the end of the chapter, you will be in a good position to understand how data modeling can help you connect and manage datasets from multiple resources to deliver insights quickly and efficiently in your data analytics project.

The following topics will be covered in this chapter:

  • Understanding the concept of data modeling
  • The importance of a data model in Microsoft Excel
  • Practical use cases for a data model
  • Introduction to Power Pivot in Excel
  • Best practices with Power Pivot
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Data Modeling with Microsoft Excel
Published in: Nov 2023 Publisher: Packt ISBN-13: 9781803240282
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