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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

Animating Makie plots

There are many ways to animate Makie plots; here, we will explore one of them. The general idea is similar to the one presented for Plots; we need to modify a plot to create the animation frames iteratively. To achieve that, Makie offers the record function, which can use Figure, FigureAxisPlot, or Scene to animate an iterator that returns the values changing through time and a function that uses these values to modify the plot. This function is the first argument to record, so we can use the do syntax to create it. Inside that function, you can rely on the Observables mechanism, which we discussed in Chapter 3, Getting Interactive Plots with Julia. The advantage of this is that Makie updates only parts of the plot that have changed in each frame, rather than rendering an entirely new figure, which is what Plots does. Let's explore this by creating a GIF animation of the rotating point using GLMakie and Pluto:

  1. Create a new Pluto notebook.
  2. Execute...
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