Welcome to OStack Knowledge Sharing Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
399 views
in Technique[技术] by (71.8m points)

r - Remove a layer from a ggplot2 chart

I'd like to remove a layer (in this case the results of geom_ribbon) from a ggplot2 created grid object. Is there a way I can remove it once it's already part of the object?

library(ggplot2)
dat <- data.frame(x=1:3, y=1:3, ymin=0:2, ymax=2:4)
p <- ggplot(dat, aes(x=x, y=y)) + geom_ribbon(aes(ymin=ymin, ymax=ymax), alpha=0.3) 
     + geom_line()

# This has the geom_ribbon
p

# This overlays another ribbon on top
p + geom_ribbon(aes(ymin=ymin, ymax=ymax, fill=NA))

I'd like this functionality to allow me to build more complicated plots on top of less complicated ones. I am using functions that return a grid object and then printing out the final plot once it is fully assembled. The base plot has a single line with a corresponding error bar (geom_ribbon) surrounding it. The more complicated plot will have several lines and the multiple overlapping geom_ribbon objects are distracting. I'd like to remove them from the plots with multiple lines. Additionally, I'll be able to quickly create alternative versions using facets or other ggplot2 functionality.


Edit: Accepting @mnel's answer as it works. Now I need to determine how to dynamically access the geom_ribbon layer, which is captured in the SO question here.


Edit 2: For completeness, this is the function I created to solve this problem:

remove_geom <- function(ggplot2_object, geom_type) {
  layers <- lapply(ggplot2_object$layers, function(x) if(x$geom$objname == geom_type) NULL else x)
  layers <- layers[!sapply(layers, is.null)]

  ggplot2_object$layers <- layers
  ggplot2_object
}

Edit 3: See the accepted answer below for the latest versions of ggplot (>=2.x.y)

See Question&Answers more detail:os

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Answer

0 votes
by (71.8m points)

If you look at

p$layers
[[1]]
mapping: ymin = ymin, ymax = ymax 
geom_ribbon: na.rm = FALSE, alpha = 0.3 
stat_identity:  
position_identity: (width = NULL, height = NULL)

[[2]]
geom_line:  
stat_identity:  
position_identity: (width = NULL, height = NULL)

You will see that you want to remove the first layer

You can do this by redefining the layers as just the second component in the list.

p$layer <- p$layer[2]

Now build and plot p

p

Note that p$layer[[1]] <- NULL would work as well. I agree with @Andrie and @Joran's comments regarding in wehat cases this might be useful, and would not expect this to be necessarily reliable. enter image description here


与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome to OStack Knowledge Sharing Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...