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Data Analytics Using Splunk 9.x

You're reading from   Data Analytics Using Splunk 9.x A practical guide to implementing Splunk's features for performing data analysis at scale

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Product type Paperback
Published in Jan 2023
Publisher Packt
ISBN-13 9781803249414
Length 336 pages
Edition 1st Edition
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Author (1):
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Dr. Nadine Shillingford Dr. Nadine Shillingford
Author Profile Icon Dr. Nadine Shillingford
Dr. Nadine Shillingford
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Getting Started with Splunk
2. Chapter 1: Introduction to Splunk and its Core Components FREE CHAPTER 3. Chapter 2: Setting Up the Splunk Environment 4. Chapter 3: Onboarding and Normalizing Data 5. Part 2: Visualizing Data with Splunk
6. Chapter 4: Introduction to SPL 7. Chapter 5: Reporting Commands, Lookups, and Macros 8. Chapter 6: Creating Tables and Charts Using SPL 9. Chapter 7: Creating Dynamic Dashboards 10. Part 3: Advanced Topics in Splunk
11. Chapter 8: Licensing, Indexing, and Buckets 12. Chapter 9: Clustering and Advanced Administration 13. Chapter 10: Data Models, Acceleration, and Other Ways to Improve Performance 14. Chapter 11: Multisite Splunk Deployments and Federated Search 15. Chapter 12: Container Management 16. Index 17. Other Books You May Enjoy

Understanding data models

The concept of a dataset is well-known in the field of data management. A dataset is a collection of data that serves a particular purpose. It’s usually used to refer to data expressed in some form of a table with columns and rows. This could be a file where columns are defined by comma- or tab-separated values, a Microsoft Excel spreadsheet, or a SQL database table. Each column defines a particular variable, and each row represents a separate entity in the collection. BOTS dataset v1 (https://github.com/splunk/botsv1), which we used in the first few chapters of this book, represents a collection of datasets. We can use the Datasets page to view and manage datasets. There is a link to this page from the Apps | Searching and Reporting area.

Figure 10.1 shows the navigation menu in the Searching and Reporting app:

Figure 10.1 – The Search and Reporting navigation menu

Figure 10.1 – The Search and Reporting navigation menu

Clicking on the Datasets link opens the Datasets...

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