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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

To get the most out of this book

Most of this book’s chapters need a computer with Julia and a web browser installed and access to the internet. All the code examples have been tested on a Linux machine using Julia 1.6, as this was the LTS version when writing the book. Since the chapters were written at different times, package versions can change from chapter to chapter. Because of that, the following table offers version ranges for some packages:

This book touches on many packages, and this list only shows the ones used in most chapters. To ensure reproducibility, we provide the code used to create the book examples in the GitHub repository of this book. Each chapter folder contains the project environment used to write the examples; you can activate those environments as described in Chapter 1, An Introduction to Julia for Data Visualization and Analysis, if you find errors when using more recent versions of the packages. Also, each Pluto notebook saves its project environment inside; therefore, you can run the Pluto notebook files in the GitHub repo to ensure you are using identical package versions. Note that Julia packages follow the Semantic Versioning (SemVer) specification. Therefore, you can expect this code to work with any recent release of Plots version 1. However, note that for packages in version 0, any change in the middle number can be breaking.

If you are using the digital version of this book, we advise you to type the code yourself or access the code from the book’s GitHub repository (a link is available in the next section). Doing so will help you avoid any potential errors related to the copying and pasting of code.

Note that this book requires you to have basic computer programming knowledge—experience with any high-level language will be enough. You do not need to know Julia, as the book will introduce the concepts and syntax required to follow the examples. However, note that this book will not be enough if you don’t have experience with Julia and are looking to learn the language. In such a case, complementing this book with other sources could be beneficial. Also, note that this book focuses on visualization aspects and won’t discuss the mathematical and statistical foundations behind plot types. Therefore, you will get the most out of some chapters in the book’s second part if you have some basic knowledge of those subjects—but that is not a requirement to follow the text.

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