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Data Modeling for Azure Data Services

You're reading from   Data Modeling for Azure Data Services Implement professional data design and structures in Azure

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Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781801077347
Length 428 pages
Edition 1st Edition
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Author (1):
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Peter ter Braake Peter ter Braake
Author Profile Icon Peter ter Braake
Peter ter Braake
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Table of Contents (16) Chapters Close

Preface 1. Section 1 – Operational/OLTP Databases
2. Chapter 1: Introduction to Databases FREE CHAPTER 3. Chapter 2: Entity Analysis 4. Chapter 3: Normalizing Data 5. Chapter 4: Provisioning and Implementing an Azure SQL DB 6. Chapter 5: Designing a NoSQL Database 7. Chapter 6: Provisioning and Implementing an Azure Cosmos DB Database 8. Section 2 – Analytics with a Data Lake and Data Warehouse
9. Chapter 7: Dimensional Modeling 10. Chapter 8: Provisioning and Implementing an Azure Synapse SQL Pool 11. Chapter 9: Data Vault Modeling 12. Chapter 10: Designing and Implementing a Data Lake Using Azure Storage 13. Section 3 – ETL with Azure Data Factory
14. Chapter 11: Implementing ETL Using Azure Data Factory 15. Other Books You May Enjoy

Exercise

Figure 7.15 shows the ERD of Northwind that you saw in Chapter 2, Entity Analysis. Northwind is a company that purchases delicacies (products) from suppliers all over the world. The products have been categorized into categories. Products are sold to customers by Northwind employees. Shippers make sure that customers receive the products they buy:

Figure 7.15 – Northwind ERD

Because management feels they lack control because they lack information, you are asked to create management reports based on a star schema database. Following an initial analysis, the following demands have been formulated:

  • The sales department needs reports showing sales by customer, by salesperson, by product, by supplier, and by country:

    a. All reports should be based on fiscal years starting on July 1.

    b. An analysis needs to be broken down from years into quarters and months. When an analysis is performed based on the calendar rather than on fiscal years, trimesters...

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