ggplot object not found error when adding layer with different data

Question

I have a plot with some points and I'd like to use segment to connect them

dummy = data.frame(GROUP=c("A","B","C","D"),                    X = c(80,75,68,78),                    Y=c(30, 32,36,33)  ) df= data.frame(x1 = c(80), x2 =c(78) , y1=c(30), y2 =c(33)) df library(ggplot2) ggplot(dummy,aes(x=X,y=Y,color=GROUP)) +    geom_point() +   geom_segment(aes(x=x1,y=y1,xend= x2, yend =y2), data = df)  

but I get this error

Error in eval(expr, envir, enclos) : object 'GROUP' not found 

What am I doing wrong here?

Answer 1

Aesthetic mapping defined in the initial ggplot call will be inherited by all layers. Since you initialized your plot with color = GROUP, ggplot will look for a GROUP column in subsequent layers and throw an error if it's not present. There are 3 good options to straighten this out:

Option 1: Set inherit.aes = F in the layer the you do not want to inherit aesthetics. Most of the time this is the best choice.

ggplot(dummy,aes(x = X, y = Y, color = GROUP)) +    geom_point() +   geom_segment(aes(x = x1, y = y1, xend = x2, yend = y2),                data = df,                inherit.aes = FALSE)  

Option 2: Only specify aesthetics that you want to be inherited (or that you will overwrite) in the top call - set other aesthetics at the layer level:

ggplot(dummy,aes(x = X, y = Y)) +    geom_point(aes(color = GROUP)) +   geom_segment(aes(x = x1, y = y1, xend = x2, yend = y2),                data = df)  

Option 3: Specifically NULL aesthetics on layers when they don't apply.

ggplot(dummy,aes(x = X, y = Y, color = GROUP)) +    geom_point() +   geom_segment(aes(x = x1, y = y1, xend = x2, yend = y2, color = NULL),                data = df)  

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Which to use?

Most of the time option 1 is just fine. It can be annoying, however, if you want some aesthetics to be inherited by a layer and you only want to modify one or two. Maybe you are adding some errorbars to a plot and using the same x and color column names in your main data and your errorbar data, but your errorbar data doesn't have a y column. This is a good time to use Option 2 or Option 3 to avoid repeating the x and color mappings.)