Forzaa - 1 year ago 93
R Question

# R: bar plot with two groups, of which one is stacked

I've encountered a small problem when creating a bar plot in R. There are 3 variables:

``````a <- c(3,3,2,1,0)
b <- c(3,2,2,2,2)
c <- 0:4
``````

The bar plot should be grouped by 'a' and 'c', and 'b' should be stacked on top of 'a'. Doing the grouping and stacking seperately is straightforward:

``````barplot(rbind(a,c), beside=TRUE)
barplot(rbind(a,b), beside=FALSE)
``````

How can you do both at once in one graph?

Answer Source

Doing this requires thinking about how `barplot` draws stacked bars. Basically, you need to feed it some data with 0 values in appropriate places. With your data:

``````mydat <- cbind(rbind(a,b,0),rbind(0,0,c))[,c(1,6,2,7,3,8,4,9,5,10)]
barplot(mydat,space=c(.75,.25))
``````

To see what's going on under the hood, take a look at `mydat`:

``````> mydat
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10]
a    3    0    3    0    2    0    1    0    0     0
b    3    0    2    0    2    0    2    0    2     0
0    0    0    1    0    2    0    3    0     4
``````

Here, you're plotting each bar with three values (the value of `a`, the value of `b`, the value of `c`). Each column of the `mydat` matrix is a bar, sorted so that the ab bars are appropriately interspersed with the c bars. You may want to play around with spacing and color.

Apparently versions of this have been discussed on R-help various times without great solutions, so hopefully this is helpful.

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