# AlgebraOfGraphics.jl vs. GGPlot.jl
[CC-by-SA Pumas.ai](https://tutorials.pumas.ai/html/PlottingInJulia/01-AoG-intro.html)
|---|---|---|
||ggplot2	|AoG.jl
|Input data	|ggplot(df)	| data(df)
|Map aesthetics	|aes(...)	|mapping(...)
|Add geometries	|geom_*(...)	|visual(...)
|Combine layers	| +	|*
|Facetting	|facet_[wrap|grid](~ column)	|mapping(...; [row|col|layout]=:column)
|Customize scales	|scale_*_manual()	| renamer(...)
|Themes	theme_*(...)	|set_theme!(theme_*()); |draw(plt)
|Customize axes labels	|[x|y]lab("...")	|draw(plt, axis=(; [x|y]label="..."))
|Customize color	|scale_[fill|color]_*(...)	|draw(plt, palettes=(; color=...)) or visual(..., colormap=...")
|Save plot	|ggsave("file.[png|svg]")	|save("file.[png|svg]", draw(plt))
|Frequency	|geom_bar() or stat_count()	|frequency()
|Histogram	|geom_histogram or stat_bin()	|histogram()
|Density	|geom_density or stat_density()	|density()
|Expectation/Mean|	stat_summary(fun = "mean")	|expectation()
|Smooth trend	|stat_smooth or geom_smooth()	|(visual(...) + smooth())
|Linear trend	|stat_smooth(method = "lm") or geom_smooth(method = "lm")|	(visual(...) + linear())
|Log scale	|scale_[x|y]_log10()	|draw(plt; axis=(; [x|y]scale=log10))