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Filling bars in barplot with textiles rather than color in R

Tags:

plot

r

bar-chart

I am trying to fill bars in a barplot using different textiles rather than color.

I know how to fill the bars with different patterns of lines like this:

aaa <- c(1,2,3,4)
barplot(aaa, density = c(4,4,4,4), angle = c(45, 90, 180, -45))

This will give me something like this:

                       ___
4|                    |\\\|
 |              ___   |\\\|
3|             |___|  |\\\|
 |             |___|  |\\\|
2|       ___   |___|  |\\\|
 |      |||||  |___|  |\\\|
1|___   |||||  |___|  |\\\|
 |///|  |||||  |___|  |\\\|
0|///|__|||||__|___|__|\\\|_
   1      2      3      4

I am not sure how to do this with other types of fills (for example shapes such as *, squares, colored dots, triangles, etc). Or if this can actually be done at all.

At the moment, I am using the igraph library, and am not too sure if there are any other packages that may allow me to use other types of fills.

Any suggestions?

like image 554
Warrior Avatar asked Jan 24 '14 03:01

Warrior


2 Answers

plotrix package provides rectFill and barp functions, which allow to fill the bars with custom shapes.

barp produces barplots and calls rectFill to fill them with symbols. The symbols can be specified using default pch parameters (reference chart), or via custom string, see the examples below.

# install the package
install.packages('plotrix')

# examples with varying pch parameters
require(plotrix)
a <- 1:4
barp(t(a), pch=t(1:4))
barp(t(a), pch=t(c("*","$","~","@")))

Unfortunately barp is not very flexible:

  1. The data has to be supplied in a matrix format to specify varying symbols. The columns of the matrix should correspond with the sequence of pch parameters. Hence the need for t() in the current examples.

  2. Once pch is specified, the plot becomes black and white. rectFill function allows to control the colour of the symbols via pch.col, but the barp doesn't allow this option. To address this, I added the ellipsis (...) to the barp source code to be able to pass further arguments to the rectFill function. The modified code (barp2) is available here.

Example using modified code:

# load the barp2 function
require(devtools)
source_gist("https://gist.github.com/tleja/8592929")

# run the barp2 function
require(plotrix)
a <- 1:4
barp2(t(a), pch=t(1:4), pch.col=1:4)

enter image description here


EDIT: It appears that the most recent version of the package may have a bug, since some users are having trouble reproducing the plots. If that happens, please try installing the earlier version of plotrix using the code below:

require(devtools)
install_url("http://cran.r-project.org/src/contrib/Archive/plotrix/plotrix_3.5-2.tar.gz") 
like image 57
TWL Avatar answered Oct 23 '22 15:10

TWL


I'm sure something like below can be adapted:

aaa <- c(1,2,3,4)
bp <- barplot(aaa,col="white")

fillbars <- function(height,bp,bg,size,spacing) {
  coords <- data.frame(bp-0.5,bp+0.5,0,height)
  invisible(
    apply(
      coords,
      1,
      function(d) {
        do.call(clip,unname(as.list(d)))
        x <- seq(d[1],d[2],by=spacing)
        y <- seq(d[3],d[4],by=spacing)
        xy <- expand.grid(x,y)
        symbols(
          xy,
          circles=rep(size,nrow(xy)),
          inches=FALSE,
          bg=bg,
          add=TRUE
        )
      }
    )
  )
}

fillbars(height=aaa,bp=bp,bg="red",size=0.06,spacing=0.3)

Result:

enter image description here

like image 5
thelatemail Avatar answered Oct 23 '22 15:10

thelatemail