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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

Exploring Gadfly’s customizable components

This section will briefly mention the most notorious differences between Plots and Gadfly plot component nomenclature. In Chapter 5, Introducing the Grammar of Graphics, we described some components of a Gadfly figure. Here, we will highlight Guides, Coordinates, and Scales. Scales determines the scales used by the axes, color, sizes, shapes, and line styles. Coordinates chooses the coordinate system for our axes; however, in Gadfly 1.3, only cartesian coordinates are available.

Finally, Guides offers support for adding and customizing axes, annotations, titles, and keys. The keys generate the legends of the plot; we can have color, shape, and size keys. If the color scale is continuous, the color key will create a color bar rather than something similar to a Plots legend. Gadfly’s Guides will allow you to modify the axes ticks and labels and add rugs. These rugs are short lines that indicate the position in the axes where...

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