Interactive Visualization and Plotting with Julia
- Paperback: 392 pages
- Publisher: WOW! eBook (August 29, 2022)
- Language: English
- ISBN-10: 1801810516
- ISBN-13: 978-1801810517
Interactive Visualization and Plotting with Julia: Represent and analyze data using Plots to find actionable insights using Julia programming
The Julia programming language offers a fresh perspective into the data visualization field.
Interactive Visualization and Plotting with Julia begins by introducing the Julia language and the Plots package. The book then gives a quick overview of the Julia plotting ecosystem to help you choose the best library for your task. In particular, you will discover the many ways to create interactive visualizations with its packages. You’ll also leverage Pluto notebooks to gain interactivity and use them intensively through this book. You’ll find out how to create animations, a handy skill for communication and teaching. Then, the book shows how to solve data analysis problems using DataFrames and various plotting packages based on the grammar of graphics. Furthermore, you’ll discover how to create the most common statistical plots for data exploration. Also, you’ll learn to visualize geographically distributed data, graphs and networks, and biological data. Lastly, this book will go deeper into plot customizations with Plots, Makie, and Gadfly focusing on the former teaching you to create plot themes, arrange multiple plots into a single figure, and build new plot types.
- Create interactive plots with Makie, Plots, Jupyter, and Pluto
- Create standard statistical plots and visualize clustering results
- Plot geographically distributed and biological data
- Visualize graphs and networks using GraphRecipes and GraphPlots
- Find out how to draw and animate objects with Javis, Plots, and Makie
- Define plot themes to reuse plot visual aspect customizations
- Arrange plots using Plots, Makie, and Gadfly layout systems
- Define new plot types and determine how Plots and Makie show objects
By the end of this Interactive Visualization and Plotting with Julia book, you’ll be able to create interactive and publication-quality static plots for data analysis and exploration tasks using Julia.
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