编辑GGally :: ggpairs中的单个ggplots:我如何让密度图未在ggpairs中填充? [英] Edit individual ggplots in GGally::ggpairs: How do I have the density plot not filled in ggpairs?
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问题描述
library(GGally)
data(diamonds,package =ggplot2)
diamonds.samp < - diamonds [sample(1:dim(diamonds)[1],200),]
#自定义示例
ggpairs(
diamonds .samp [,1:5],
mapping = ggplot2 :: aes(color = cut),
upper = list(continuous = wrap(density,alpha = 0.5),combo =box ),
lower = list(continuous = wrap(points,alpha = 0.3),combo = wrap(dot,alpha = 0.4)),
diag = list(continuous = wrap( densityDiag)),
title =钻石
)
I get
如何制作对角线密度图不能填充,只显示线条?
种类的作品...但不是真的。
这在代码方面确实很丑 - 因为它对m没有任何意义即
ggpairs(
diamonds.samp [ ,1:5],
mapping = ggplot2 :: aes(color = cut),
upper = list(continuous = wrap(density,alpha = 0.5),combo =box),
lower = list(continuous = wrap(points,alpha = 0.3),combo = wrap(dot,alpha = 0.4)),
diag = list(continuous = wrap(densityDiag ),mapping = ggplot2 :: aes(fill = carat)),
title =钻石
)
解决方案
问题的答案可以可在
With
library(GGally)
data(diamonds, package="ggplot2")
diamonds.samp <- diamonds[sample(1:dim(diamonds)[1],200),]
# Custom Example
ggpairs(
diamonds.samp[,1:5],
mapping = ggplot2::aes(color = cut),
upper = list(continuous = wrap("density", alpha = 0.5), combo = "box"),
lower = list(continuous = wrap("points", alpha = 0.3), combo = wrap("dot", alpha = 0.4)),
diag = list(continuous = wrap("densityDiag")),
title = "Diamonds"
)
I get
How do I make the diagonal density plots to not be filled, and only show the lines?
Kind of works... but not really.
This is really ugly - in terms of code - because it makes no real sense to me. Also, it does not work here, because it changes the histograms as well.
ggpairs(
diamonds.samp[,1:5],
mapping = ggplot2::aes(color = cut),
upper = list(continuous = wrap("density", alpha = 0.5), combo = "box"),
lower = list(continuous = wrap("points", alpha = 0.3), combo = wrap("dot", alpha = 0.4)),
diag = list(continuous = wrap("densityDiag"), mapping = ggplot2::aes(fill=carat)),
title = "Diamonds"
)
解决方案
The answer to the question can be found on https://cran.r-project.org/web/packages/GGally/vignettes/ggpairs.html (archived here)
ggally_mysmooth <- function(data, mapping, ...){
ggplot(data = data, mapping=mapping) +
geom_density(mapping = aes_string(color="cut"), fill=NA)
}
ggpairs(
diamonds.samp[,1:5],
mapping = aes(color = cut),
upper = list(continuous = wrap("density", alpha = 0.5), combo = "box"),
lower = list(continuous = wrap("points", alpha = 0.3), combo = wrap("dot", alpha = 0.4)),
diag = list(continuous = ggally_mysmooth),
title = "Diamonds"
)
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