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Data Wrangling with R

You're reading from   Data Wrangling with R Load, explore, transform and visualize data for modeling with tidyverse libraries

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Product type Paperback
Published in Feb 2023
Publisher Packt
ISBN-13 9781803235400
Length 384 pages
Edition 1st Edition
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Author (1):
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Gustavo Santos Gustavo Santos
Author Profile Icon Gustavo Santos
Gustavo Santos
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Load and Explore Data
2. Chapter 1: Fundamentals of Data Wrangling FREE CHAPTER 3. Chapter 2: Loading and Exploring Datasets 4. Chapter 3: Basic Data Visualization 5. Part 2: Data Wrangling
6. Chapter 4: Working with Strings 7. Chapter 5: Working with Numbers 8. Chapter 6: Working with Date and Time Objects 9. Chapter 7: Transformations with Base R 10. Chapter 8: Transformations with Tidyverse Libraries 11. Chapter 9: Exploratory Data Analysis 12. Part 3: Data Visualization
13. Chapter 10: Introduction to ggplot2 14. Chapter 11: Enhanced Visualizations with ggplot2 15. Chapter 12: Other Data Visualization Options 16. Part 4: Modeling
17. Chapter 13: Building a Model with R 18. Chapter 14: Build an Application with Shiny in R 19. Conclusion 20. Other Books You May Enjoy

Learning the basics of Shiny

Shiny for R was launched in 2012 by Winston Chang as a package to help R developers to create interactive UIs for R scripts. This way, the developers can not only create models, but also share them with other people via an application. Currently, Shiny is on version 1.7.0 and is more robust than ever, expanding its horizons to other programming languages.

As a side note, let’s define an application, since we will use this term a lot in this chapter. An application, or just app, is software created via programming language to solve a problem. It performs a task, such as text editing, web browsing, or translation. A web application is just an app on the internet, such as the many websites where we can do things and interact, such as document creation, photo editing, or design creation.

Among the options available on the market, Shiny stands out for being a complete solution for the developer, offering many gadgets that can be added to applications...

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