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Interactive Visualization and Plotting with Julia

You're reading from   Interactive Visualization and Plotting with Julia Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more

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Product type Paperback
Published in Aug 2022
Publisher Packt
ISBN-13 9781801810517
Length 392 pages
Edition 1st Edition
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Author (1):
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Diego Javier Zea Diego Javier Zea
Author Profile Icon Diego Javier Zea
Diego Javier Zea
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Table of Contents (19) Chapters Close

Preface 1. Section 1 – Getting Started
2. Chapter 1: An Introduction to Julia for Data Visualization and Analysis FREE CHAPTER 3. Chapter 2: The Julia Plotting Ecosystem 4. Chapter 3: Getting Interactive Plots with Julia 5. Chapter 4: Creating Animations 6. Section 2 – Advanced Plot Types
7. Chapter 5: Introducing the Grammar of Graphics 8. Chapter 6: Creating Statistical Plots 9. Chapter 7: Visualizing Graphs 10. Chapter 8: Visualizing Geographically Distributed Data 11. Chapter 9: Plotting Biological Data 12. Section 3 – Mastering Plot Customization
13. Chapter 10: The Anatomy of a Plot 14. Chapter 11: Defining Plot Layouts to Create Figure Panels 15. Chapter 12: Customizing Plot Attributes – Axes, Legends, and Colors 16. Chapter 13: Designing Plot Themes 17. Chapter 14: Designing Your Own Plots – Plot Recipes 18. Other Books You May Enjoy

Introducing Makie

Makie, like Plots, is a high-level plotting package that relies on different backends for rendering. Makie was born from the Plots philosophy while trying to solve some of its problems. The strengths and issues of Plots come from the fact that it has high-level plotting libraries as backends. Makie instead relies on low-level backends, allowing it to have more control. This control permits Makie to be a fast plotting library with excellent interactive features.

There are three primary backends for Makie:

  • GLMakie: This uses OpenGL to render the plots, so it is quick and allows the visualization of large datasets. Makie enables you to visualize the plots using a GLFW window. You can use it to create interactive plots, and it has excellent support for 3D plots. It is the backend that supports most of the Makie features. It only requires a graphic card that supports OpenGL version 3.3 or higher.
  • CairoMakie: This focuses on the creation of publication-quality...
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