Skip to Content
Applied Data Visualization with R and ggplot2
book

Applied Data Visualization with R and ggplot2

by Dr. Tania Moulik
September 2018
Beginner to intermediate
140 pages
2h 52m
English
Packt Publishing
Content preview from Applied Data Visualization with R and ggplot2

Types of Variables

Variables can be of different types and, sometimes, different software uses different names for the same variables. So, let's get familiar with the different kinds of variables that we will work with:

  • Continuous: A continuous variable can take an infinite number of values, such as time or weight. They are of the numerical type.
  • Discrete: A variable whose values are whole numbers (counts) is called a discrete variable. For example, the number of items bought by a customer in a supermarket is discrete.
  • Categorical: The values of a categorical variable are selected from a small group of categories. Examples include gender (male or female) and make of car (Mazda, Hyundai, Toyota, and so on). Categorical variables can be 
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Data Visualization in R With ggplot2

Data Visualization in R With ggplot2

Kara Woo
R Data Visualization Recipes

R Data Visualization Recipes

Vitor Bianchi Lanzetta

Publisher Resources

ISBN: 9781789612158