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Kibana 8.x – A Quick Start Guide to Data Analysis

You're reading from   Kibana 8.x – A Quick Start Guide to Data Analysis Learn about data exploration, visualization, and dashboard building with Kibana

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781803232164
Length 198 pages
Edition 1st Edition
Tools
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Author (1):
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Krishna Shah Krishna Shah
Author Profile Icon Krishna Shah
Krishna Shah
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Exploring Kibana
2. Chapter 1: Introduction to Kibana FREE CHAPTER 3. Chapter 2: Creating Data Views and Introducing Spaces 4. Chapter 3: Discovering the Data through Discover 5. Part 2: Visualizations in Kibana
6. Chapter 4: How About We Visualize? 7. Chapter 5: Powering Visualizations with Near Real-Time Updates 8. Part 3: Analytics on a Dashboard
9. Chapter 6: Data Analysis with Machine Learning 10. Chapter 7: Graph Visualization 11. Chapter 8: Finally, the Dashboard 12. Part 4: Querying on Kibana and Advanced Concepts
13. Chapter 9: ES|QL and Advanced Kibana Concepts 14. Chapter 10: Query DSL and Management through Kibana 15. Index 16. Other Books You May Enjoy

Deep diving into the backend of visualizations in Kibana

A visualization is simple to understand and create because, as we all know, it is on the frontend. But what powers up this visualization on Kibana from the backend is your aggregations. Elasticsearch aggregations help us to analyze our data with metrics or statistics, which require certain calculations to be done in the backend. So, you may have questions in your use case:

  • Who are the most popular customers in my e-commerce dataset?
  • What category of sales made the most profit in my business?
  • What is the minimum runtime per day for my log data?
  • What is the unique number of countries that are contributing to my geographical data?

All these questions can be answered by implementing various aggregations on Elasticsearch. The aggregations can be divided into key categories:

  • Metric aggregations: Any problem statement that requires Elasticsearch to perform analytics as a mathematical formula on numeric...
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