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