Z3tt / Ggplot Courses
๐จโ๐ซ ggplot2 Teaching Material
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๐จโ๐ซ ggplot2 Teaching Material
Collection of teaching materials for the R
package {ggplot2}
.
Presentations
-
"An Introduction to
{ggplot2}
" โ Slideshow โ Stats Group of the Leibniz Institute for Zoo and Wildlife Research (2019-08-28) - "Effective Data Visualizations: How to design impactful and aesthetically pleasing charts" โ Recording, Slides & Code โ Heureka Labs bespokeDS session with live coding
Blog Posts
-
"A
{ggplot2}
Tutorial for Beautiful Plotting in R โ Extensive "How to"-Tutorial based on a version from 2016 by Zev Ross (Last Update: 2020-12-07) - "The Evolution of a ggplot Part 1" โ Blog post on how to turn a default ggplot into a plot that visualizes information in an appealing and easily understandable way
Helpful Ressources
-
Free Online Books:
- "ggplot2: Elegant Graphics for Data Analysis" by Hadley Wickham โ ggplot2-book.org
- "R for Data Science" by Hadley Wickham โ r4ds.had.co.nz
- "Data Visualization: A Practical Introduction" by Kieran Healy โ socviz.co
- "Fundamentals of Data Visualization" by Claus Wilke โ serialmentor.com/dataviz
-
Galleries:
- ggplot2 Extension Gallery โ exts.ggplot2.tidyverse.org/gallery
- R Graph Gallery โ r-graph-gallery.com
- Color Palettes in R โ github.com/EmilHvitfeldt/r-color-palettes
- #TidyTuesday Collection โ tidytuesday.rocks
-
Get Help:
- RStudio Community โ community.rstudio.com
- R4DS Learning Community โ rfordatasci.com
- #TidyTuesday Community โ #TidyTuesday on Twitter
- ggplot2 Cheatsheet โ github.com/rstudio/cheatsheets
-
Useful Packages (alphabetically):
-
{cowplot}
โ plot arrangements, themes & annotations โ wilkelab.org/cowplot -
{ggalt}
โ alternative coords, geoms, stats & scales โ github.com/hrbrmstr/ggalt -
{gganimate}
โ create animations โ gganimate.com -
{ggforce}
โ several interesting add-on features โ ggforce.data-imaginist.com -
{ggmaps}
โ access to Google & Stamen maps โ github.com/dkahle/ggmap -
{ggplotly}
โ create interactive plots โ plot.ly/ggplot2 -
{ggpubr}
โ publication-ready plot in one line โ github.com/kassambara/ggpubr -
{ggraph}
โ networks, graphs & trees โ github.com/thomasp85/ggraph -
{ggrepel}
โ prevent overlapping text labels โ github.com/slowkow/ggrepel -
{ggridges}
โ geoms for joy plots โ github.com/clauswilke/ggridges -
{ggtext}
โ rich-text rendering โ github.com/clauswilke/ggtext -
{ggthemes}
โ additional themes, sclaes & geoms โ github.com/jrnold/ggthemes -
{hrbrthemes}
โ typography-centric themes โ github.com/hrbrmstr/hrbrthemes -
{lemon}
โ axis & legend add-ons โ github.com/stefanedwards/lemon -
{patchwork}
โ combine ggplots โ github.com/thomasp85/patchwork -
{rayshader}
โ hillshaded maps in 2D & 3D โ github.com/tylermorganwall/rayshader -
{showtext}
โ use custom fonts โ github.com/yixuan/showtext
-
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