Making plot functions with ggplot and aes_string

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眼角桃花
眼角桃花 2020-12-01 05:41

In Hadley Wickham\'s ggplot2 book in chapter 10.3, he alludes to making plot functions. I want to make many similar plots that use faceting, but I cannot r

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  •  误落风尘
    2020-12-01 06:02

    Here are some alternatives using new features from ggplot2 V3.0.0

    Using strings :

    flowerPlot <- function(dat, sl, sw, pl, sp){
      ggplot(data=dat, aes(x=!!ensym(sl), y=!!ensym(sw), color=!!ensym(pl))) + 
        geom_point() +
        facet_wrap(eval(expr(~!!ensym(sp))))
    }
    
    flowerPlot(iris, sl='Sepal.Length', sw='Sepal.Width', pl='Petal.Length', sp = 'Species')
    

    Using names :

    flowerPlot2 <- function(dat, sl, sw, pl, sp){
      ggplot(data=dat, aes(x=!!enquo(sl), y=!!enquo(sw), color=!!enquo(pl))) + 
        geom_point() +
        facet_wrap(eval(expr(~!!enquo(sp))))
    }
    
    flowerPlot2(iris, sl= Sepal.Length, sw=Sepal.Width, pl=Petal.Length, sp = Species)
    

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