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Building IoT Visualizations using Grafana

You're reading from   Building IoT Visualizations using Grafana Power up your IoT projects and monitor with Prometheus, LibreNMS, and Elasticsearch

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Product type Paperback
Published in Jul 2022
Publisher Packt
ISBN-13 9781803236124
Length 360 pages
Edition 1st Edition
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Author (1):
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Rodrigo Juan Hernandez Rodrigo Juan Hernandez
Author Profile Icon Rodrigo Juan Hernandez
Rodrigo Juan Hernandez
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Meeting Grafana
2. Chapter 1: Getting Started with Grafana FREE CHAPTER 3. Chapter 2: Exploring Grafana 4. Part 2: Collecting Data from IoT Devices
5. Chapter 3: Connecting IoT Devices 6. Chapter 4: Data Sources for Grafana 7. Chapter 5: Using Time Series Databases 8. Part 3: Connecting Data Sources and Building Dashboards
9. Chapter 6: Getting Data and Building Dashboards 10. Chapter 7: Managing Plugins 11. Chapter 8: Organizing and Managing Dashboards 12. Part 4: Performing Analytics and Notifications
13. Chapter 9: Performing Analytics in Grafana 14. Chapter 10: Alerting and Notifications in Grafana 15. Part 5: Integrating Grafana with Other Platforms
16. Chapter 11: Using Grafana with Prometheus 17. Chapter 12: Using Grafana with OpenSearch 18. Chapter 13: Showing Data from LibreNMS in Grafana 19. Chapter 14: Integrations for Grafana Cloud 20. Other Books You May Enjoy

Histograms and heatmaps

In this section, we will explore two visualization panels – Histograms and Heatmaps. Let’s start with histograms.

The Histogram panel

You can use histograms to represent the distribution of numerical data. In a histogram, the data points are grouped into buckets (like discretized intervals) and then counted.

So, for each X-axis bucket, the count of data points is displayed on the Y axis. You can use time series or table data with numerical fields.

Display options

Let´s see the options of the Histogram panel. They allow us to set how we group, calculate, and show the data.

  • Bucket size

This option lets you specify the size of the bucket. If you leave it empty, the bucket size will be approximately 10 percent of the full range of the data.

  • Bucket offset

You can set a value here between 0 and the bucket size for shifting the aggregation window. In general, you will use this option when you specify the...

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