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Description

R-Tutorials shows how to create convincing graphs in R




Do you want to create insightful graphs?




Do you want to show your data crystal clear?




Do you want your data to be understood by everyone?




Do you want a versatile graphics toolbox?




Do you want powerful formatting skills?




If you anwered YES to some of these questions - this course is for you!




Data is useless if you do not have the right tools to build informative graphs. Plots need to be understood easily while being accurate at the same time. R-Tutorials gladly enlarges your data toolbox so that you can surmount in your career.


R offers a variety of plotting devices, some of them (like ggplot2) are whole systems which need to be learned like a new language. R-Tutorials shows how to learn those languages.


In this course you will learn about the most important plotting packages ggplot2, lattice and plotrix. According to the teaching principles of R Tutorials
every section is enforced by exercises
for a better learning experience. You can
download the code pdf
of every section to try the presented code on your own.


The course starts with the
base parameters
which are needed to format and manipulate any basic graphs in R.


After that you will learn about the most common types of
graphs in R base
and you will see some very useful graphical extensions of the plotrix package.



Ggplot2
is a very famous graphs package and is viewed as the most powerful graphics device R has to offer. You will get an in depth tutorial on that package.


At last you can see how
Lattice
offers some more very useful functions
.



With that knowledge you will have an extremely powerful toolbox to excel in your career and in your studies.


What R you waiting for?


Martin
Who this course is for:
Statisticians and data scientists
Students working with data
Entrepreneurs working with R
Web Developers

What you'll learn

you will learn all about the graphical parameters in R

you will see how the plotrix library can enlarge your data toolbox

you will learn how you can create histograms, barplots, scatterplots, lineplots, stepplots and many more by using the R base functionalities

you will learn about the whole different system of ggplot2 plots

you will learn about the lattice package, which is widely used in academic settings

Requirements

  • You will need a copy of Adobe XD 2019 or above. A free trial can be downloaded from Adobe.
  • No previous design experience is needed.
  • No previous Adobe XD skills are needed.

Course Content

27 sections • 95 lectures
Expand All Sections
1-Graphical parameters in R base
14
1.1-Introduction to par
1.2-Parameters adjust to family
1.3-Parameters foreground to las orientation
1.4-Parameters lend to margin
1.5-Point types
1.6-Parameters point size to log scales
1.7-Plot Types and adding text
1.8-Adding lines and symbols
1.9-Legends and axes
1.10-Section summary
1.11-Exercises par
1.12-Solutions par
1.13-Further R Exercises
1.14-Parameters Script
2-Base plotting commands
6
2.1-Boxplots
2.2-Histograms
2.3-Bar charts
2.4-Pie charts and summary
2.5-Exercises and solutions Base plots
2.6-Base plots Scipt
3-Library plotrix
9
3.1-Introduction to plotrix and nested bar charts
3.2-3Dpie charts and fan plots
3.3-Gantt charts
3.4-Gap plot and adding tables to a plot
3.5-Zoom in plot and lower level plotting
3.6-Summary
3.7-Exercises plotrix
3.8-Solutions Plotrix
3.9-Plotrix Script
4-Library ggplot2
12
4.1-Intro to ggplot2
4.2-Plotting with qplot
4.3-Histograms, facets and aesthetics with qplot
4.4-ggplot intro
4.5-Scatterplots with ggplot
4.6-Formatting text with ggplot
4.7-Histograms with ggplot
4.8-Boxplots with ggplot
4.9-Summary
4.10-Exercises ggplot2
4.11-Solutions ggplot2
4.12-Ggplot2 Script
5-Library lattice
5
5.1-Introduction to Lattice and Bar charts
5.2-Shingles
5.3-Box plot and Violin plots
5.4-Exercises and Solutions in Lattice
5.5-Script Lattice