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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

Creating your first ERD

We have covered a lot of theory so far. Let's try out an example to make it clearer.

As we said, entity analysis is a top-down approach where we seek to gain insight into a process and its underlying database that stores all the data involved in the process. Take, for example, a pharmacy.

At a pharmacy, people buy medicine. Records are kept of who is using which medicines to prevent people from combining the wrong medicines. Medicines can be made from other medicines and we need to know for each medicine which components it is made from.

Customers can pay at the counter or ask for an invoice to be sent.

Let's make an ERD of this description.

One way to start is to mark all nouns and to analyze their meaning in the description. Nouns are potential entities. This is important if we are dealing with a collection (set) of possibly multiple elements and we need to know something about them. The nouns are as follows:

  • Pharmacy
  • People...
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