Data Visualization with R using ggplot2 - III.png

rocker.tar.gz

rtest

ggiraph

Data visualization in R using ggplot2 is an essential skill for data professionals and enthusiasts to efficiently discover and convey insights from datasets. Mastering ggplot2 allows you to uncover hidden patterns and trends in data, boosting decision-making and storytelling for a wide range of audiences. 

In this comprehensive course, you’ll begin by learning data visualization principles and the grammar of graphics. Progressing to ggplot2’s core functionalities, you’ll create scatter plots, bar charts, line graphs, histograms, and more explore advanced visualization through customizations and themes to create visually engaging plots. You’ll also be building interactive visualizations and captivating maps. 

By the end of this course, you’ll confidently generate engaging data visualizations in R, transforming yourself into an effective data communicator. You’ll also be able to elevate your data visualization skills with ggplot2 and excel as a data storyteller while enhancing your data science career.

Data Visualizations with ggplot2 in R

What does the line in the middle of the box in a boxplot represent in `ggplot2`?


What does the line in the middle of the box in a boxplot represent in <code>ggplot2</code>?

Which option can be used to prevent the trimming of the violin’s tail inside the `geom_violin()` function in `ggplot2`?

Which option can be used to prevent the trimming of the violin’s tail inside the <code>geom_violin()</code> function in <code>ggplot2</code>?

What is the name of the equivalent function that uses closed polygons to show density estimates in a ridgeline plot?

What is the name of the equivalent function that uses closed polygons to show density estimates in a ridgeline plot?

By using the `scale_color_gradient()` function

By using the `scale_color_gradient2()` function

By using the `scale_color_gradientn()` function

How can you customize the color scale in a correlation matrix in `ggplot2`?


How can you customize the color scale in a correlation matrix in <code>ggplot2</code>?

What is the main purpose of the `scale_x_date()` function in `ggplot2`?


What is the main purpose of the <code>scale_x_date()</code> function in <code>ggplot2</code>?

Test your knowledge on what you have learned so far in this course.

Welcome to the Course

Introduction to ggplot2

Drawing Basic Plots Using ggplot2

Advanced Plots

Plot Customization

Creating Panel of Plots

Building Interactive Plots

Summing Up

Appendix

Final Assessment

Quiz on Advanced Plots using ggplot2