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Learning Elastic Stack 6.0

You're reading from   Learning Elastic Stack 6.0 A beginner's guide to distributed search, analytics, and visualization using Elasticsearch, Logstash and Kibana

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Product type Paperback
Published in Dec 2017
Publisher Packt
ISBN-13 9781787281868
Length 434 pages
Edition 1st Edition
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Authors (2):
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Sharath Kumar Sharath Kumar
Author Profile Icon Sharath Kumar
Sharath Kumar
Pranav Shukla Pranav Shukla
Author Profile Icon Pranav Shukla
Pranav Shukla
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Table of Contents (12) Chapters Close

Preface 1. Introducing Elastic Stack FREE CHAPTER 2. Getting Started with Elasticsearch 3. Searching-What is Relevant 4. Analytics with Elasticsearch 5. Analyzing Log Data 6. Building Data Pipelines with Logstash 7. Visualizing data with Kibana 8. Elastic X-Pack 9. Running Elastic Stack in Production 10. Building a Sensor Data Analytics Application 11. Monitoring Server Infrastructure

Analytics with Elasticsearch

On our journey of learning about Elastic Stack 6.0, we have gained a strong understanding of Elasticsearch. We have learned about the strong foundations of Elasticsearch in the previous two chapters, and gained an in-depth understanding of its search use cases.

The underlying technology Apache Lucene was originally developed for text search use cases. Due to innovations in Apache Lucene and additional innovations in Elasticsearch, it has also emerged as a very powerful analytics engine. In this chapter, we will understand how Elasticsearch can serve as your analytics engine. We will look at the following:

  • The basics of aggregations
  • Preparing data for analysis
  • Metric aggregations
  • Bucket aggregations
  • Pipeline aggregations

We will learn all of this by using a real-world dataset. Let us start by understanding the basics of aggregations...

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