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The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr...

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An overview of the most powerful R library for data visualization The basics of ggplot2 Yan-holtz.com/teaching
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Page 1: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

AnoverviewofthemostpowerfulRlibraryfordatavisualization

Thebasicsofggplot2

Yan-holtz.com/teaching

Page 2: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

BaseR

Page 3: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

source

=AcollectionofRpackagesdesignedfordatascience

Page 4: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

BaseR

Page 5: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

BaseR

Page 6: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

• Creator:HadleyWhickam

• BasedontheGrammarofGraphic

Page 7: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Data

Page 8: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Data

Page 9: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Data

Page 10: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Data

Page 11: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Data

Page 12: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Data

Page 13: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Data

Page 14: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Useful link

linkCheatsheet:

linkHome:

R-graph-gallery.comRGraphGallery:

Learn bydoing

-holtz.com/teaching

Page 15: The basics of ggplot2 - Yan Holtz · tidyverse' go Cm n tidyr m ggplot2 dplyr Visualise purrr readr haven kn itr Model Import Tidy readxl data.frames Transform Explore factors —.--.....Þ

Thanks

Yan-holtz/teachingSlides:

[email protected]

www.yan-holtz.com

@R_Graph_Gallery

github.com/holtzy


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