Diego Javier Zea - Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more
Here you can read online Diego Javier Zea - Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more full text of the book (entire story) in english for free. Download pdf and epub, get meaning, cover and reviews about this ebook. year: 2022, publisher: Packt Publishing, genre: Computer. Description of the work, (preface) as well as reviews are available. Best literature library LitArk.com created for fans of good reading and offers a wide selection of genres:
Romance novel
Science fiction
Adventure
Detective
Science
History
Home and family
Prose
Art
Politics
Computer
Non-fiction
Religion
Business
Children
Humor
Choose a favorite category and find really read worthwhile books. Enjoy immersion in the world of imagination, feel the emotions of the characters or learn something new for yourself, make an fascinating discovery.
- Book:Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more
- Author:
- Publisher:Packt Publishing
- Genre:
- Year:2022
- Rating:4 / 5
- Favourites:Add to favourites
- Your mark:
Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more: summary, description and annotation
We offer to read an annotation, description, summary or preface (depends on what the author of the book "Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more" wrote himself). If you haven't found the necessary information about the book — write in the comments, we will try to find it.
Represent and analyze data using Plots to find actionable insights using Julia programming
Key Features- Learn to use static and interactive plots to explore data with Julia
- Become well versed with the various plotting attributes needed to customize your plots
- Create insightful and appealing plots using data interactions, animations, layouts, and themes
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. Youll also leverage Pluto notebooks to gain interactivity and use them intensively through this book. Youll 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, youll discover how to create the most common statistical plots for data exploration. Also, youll 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 Gadflyfocusing on the formerteaching you to create plot themes, arrange multiple plots into a single figure, and build new plot types.
By the end of this Julia book, youll be able to create interactive and publication-quality static plots for data analysis and exploration tasks using Julia.
What you will learn- 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
Data analysts looking to explore Julias data visualization capabilities will find this book helpful, along with scientists and academics who want to generate and communicate knowledge and improve their teaching material. This data visualization book will also interest Julia programmers willing to delve into the language plotting ecosystem and improve their visualization skills. Basic programming knowledge is assumed but the book will introduce you to Julias important features. Familiarity with mathematical and statistical concepts will help you make the most of some of the chapters.
Table of Contents- An Introduction to Julia for Data Visualization and Analysis
- The Julia Plotting Ecosystem
- Getting Interactive Plots with Julia
- Creating Animations
- Introducing the Grammar of Graphics
- Creating Statistical Plots
- Visualizing Graphs
- Visualizing Geographically Distributed Data
- Plotting Biological Data
- The Anatomy of a Plot
- Defining Plot Layouts to Create Figure Panels
- Customizing Plot Attributes Axes, Legends, and Colors
- Designing Plot Themes
- Designing Your Own Plots Plot Recipes
Diego Javier Zea: author's other books
Who wrote Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more? Find out the surname, the name of the author of the book and a list of all author's works by series.
Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more — read online for free the complete book (whole text) full work
Below is the text of the book, divided by pages. System saving the place of the last page read, allows you to conveniently read the book "Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more" online for free, without having to search again every time where you left off. Put a bookmark, and you can go to the page where you finished reading at any time.
Font size:
Interval:
Bookmark:
Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more
Diego Javier Zea
BIRMINGHAMMUMBAI
Copyright 2022 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.
Publishing Product Manager: Devika Battike
Senior Editor: Nazia Shaikh
Content Development Editor: Manikandan Kurup
Technical Editor: Rahul Limbachiya
Copy Editor: Safis Editing
Project Coordinator: Farheen Fathima
Proofreader: Safis Editing
Indexer: Hemangini Bari
Production Designer: Roshan Kawale
Marketing Coordinator: Priyanka Mhatre
First published: August 2022
Production reference: 1290722
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.
ISBN 978-1-80181-051-7
www.packt.com
I dedicate this book to my family, especially Elin and Gal, who have been close to me during the journey, making it possible. And to the Julia community and their open source developers who do their best to make Julia grow.
Diego Javier Zea is a contributor to the Julia Plots ecosystem and developer of MIToS, a Julia package for studying protein sequence and structure in the Julia language. He holds a Ph.D. in bioinformatics and has worked as a postdoctoral researcher at the Leloir Institute Foundation in Buenos Aires and Sorbonne Universit and Musum National d'Histoire Naturelle in Paris. He is now an Assistant Professor at Universit Paris-Saclay, studying protein structure, interactions, and evolution.
Ronan Arraes Jardim Chagas received a B.Sc. degree in control and automation engineering from the University of Braslia (UnB), Brazil, in 2008, and a Ph.D. in systems and control from the Aeronautics Institute of Technology (ITA), Brazil, in 2012. Since 2013, he has been with the National Institute for Space Research (INPE) as a Space Systems Engineer. He was the mission architect and technical manager of the attitude and orbit control subsystem of the Amazonia-1 satellite. During this project, he used the Julia language to perform numerous analyses, creating important tools such as the package SatelliteToolbox.jl. His main research interests include signal processing, space systems, attitude and orbit control, and artificial intelligence.
Plotting and visualizing data is an everyday skill for researchers and data scientists that is helpful for discovering and communicating insights. Additionally, adding interactivity to our visualization tasks enhances data exploration steps. At the same time, interactive visualizations and animations allow us to share more compelling stories from data. This book will teach you how to perform such tasks using the Julia programming language and the packages in its ecosystem.
Font size:
Interval:
Bookmark:
Similar books «Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more»
Look at similar books to Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more. We have selected literature similar in name and meaning in the hope of providing readers with more options to find new, interesting, not yet read works.
Discussion, reviews of the book Interactive Visualization and Plotting with Julia: Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more and just readers' own opinions. Leave your comments, write what you think about the work, its meaning or the main characters. Specify what exactly you liked and what you didn't like, and why you think so.