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Data Visualizations with ggplot2 in R

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1.Welcome to the Course

Course Overview Who Should Take the Course?Introduction to Data Visualization Quiz on Basics of Data Visualization

2.Introduction to ggplot2

Getting Started with the ggplot2 Package Grammar of Graphics in R Elements of Grammar of Graphics Aesthetics in the ggplot2 Package Aesthetics and Annotation in ggplot2 Quiz on Grammar of Graphics

3.Drawing Basic Plots Using ggplot2

Scatter Plot Line Chart Bar Chart Histogram and Density Plot Pie and Donut Charts Quiz on Basic Plots Using ggplot2

4.Advanced Plots

Boxplot Violin Plot Ridgeline Plot Heatmaps Correlation Matrix Time Series Plots More Charts with ggplot2 Quiz on Advanced Plots using ggplot2

5.Plot Customization

Built-In Themes in ggplot2 Additional Themes in ggplot2 Adding Titles and Subtitles to Plots with ggplot2 Customizing Fonts and Colors with ggplot2 Customizing Lines with ggplot2 Customizing Legends and Margins with ggplot2 Quiz on Plot Customization in ggplot2

6.Creating Panel of Plots

Faceting in ggplot2 Combining Plots with the patchwork Package Multiple Plots with the Cowplot Package Mixing Plots with the ggpubr Package Quiz on Creating Panel of Plots

7.Building Interactive Plots

Interactive Plots with the ggiraph Package Adding Interactivity to ggplot2 Maps with Plotly

Project

Uber Data Analysis Using the R Language

8.Summing Up

9.Appendix

Library Installation and Setup Dataset References

Assessment

Final Assessment

Project

Stock Data Analysis with R

Data Visualizations with ggplot2 in R

Quiz on Plot Customization in ggplot2

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

We'll cover the following...

Technical Quiz

1.

Which option is not a built-in theme in ggplot2?

A.

theme_classic()

B.

theme_light()

C.

theme_dark()

D.

theme_ggplot()

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