Multiple plots with subplot in R
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I’m in the middle of creating a poster and wanted to compresss the content by transforming some of the charts into subplots of other charts.Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
I made a little survey and found that there is a TeachingDemos library in CRAN that fits my needs. Well, the parameterization of the functions is a bit tricky but after a few tries you get used to it.
However, there is a minor flaw in the code of version 2.7: when I wanted to use multiple plots on one layout (e.g., next to each other to use a common legend), it always drew the charts into the first plotting area. A bit of Googling helped, my solution is based on this thread on the R-help list since October, 2010. If you manage to install version 2.8, the problem is solved automatically. On the other side, if you want a quick solution, add the following code segment to your script (so it is shadowing the original function definition).
Only change the first 3 lines of the code, leave the other untouched (you can verify it by diffing this code and entering
subplot
into the R console).subplot <- function (fun, x, y = NULL, size = c(1, 1), vadj = 0.5, hadj = 0.5, inset = c(0, 0), type = c("plt", "fig"), pars = NULL) { #------------------------------------------------------ # Version 2.7 has a minor issue here: # old.par <- par(no.readonly = TRUE) # on.exit(par(old.par)) # type <- match.arg(type) #------------------------------------------------------ # Change to this in order to solve the issue # HACK HERE! print("Hacked") type <- match.arg(type) old.par <- par( c(type, 'usr', names(pars) ) ) #------------------------------------------------------ # The remaining part is untouched on.exit(par(old.par)) if (missing(x)) x <- locator(2) if (is.character(x)) { if (length(inset) == 1) inset <- rep(inset, 2) x.char <- x tmp <- par("usr") x <- (tmp[1] + tmp[2])/2 y <- (tmp[3] + tmp[4])/2 if (length(grep("left", x.char, ignore.case = TRUE))) { x <- tmp[1] + inset[1] * (tmp[2] - tmp[1]) if (missing(hadj)) hadj <- 0 } if (length(grep("right", x.char, ignore.case = TRUE))) { x <- tmp[2] - inset[1] * (tmp[2] - tmp[1]) if (missing(hadj)) hadj <- 1 } if (length(grep("top", x.char, ignore.case = TRUE))) { y <- tmp[4] - inset[2] * (tmp[4] - tmp[3]) if (missing(vadj)) vadj <- 1 } if (length(grep("bottom", x.char, ignore.case = TRUE))) { y <- tmp[3] + inset[2] * (tmp[4] - tmp[3]) if (missing(vadj)) vadj <- 0 } } xy <- xy.coords(x, y) if (length(xy$x) != 2) { pin <- par("pin") tmp <- cnvrt.coords(xy$x[1], xy$y[1], "usr")$plt x <- c(tmp$x - hadj * size[1]/pin[1], tmp$x + (1 - hadj) * size[1]/pin[1]) y <- c(tmp$y - vadj * size[2]/pin[2], tmp$y + (1 - vadj) * size[2]/pin[2]) xy <- cnvrt.coords(x, y, "plt")$fig } else { xy <- cnvrt.coords(xy, , "usr")$fig } par(pars) if (type == "fig") { par(fig = c(xy$x, xy$y), new = TRUE) } else { par(plt = c(xy$x, xy$y), new = TRUE) } fun tmp.par <- par(no.readonly = TRUE) return(invisible(tmp.par)) }
There is a second workaround suggested in the aforementioned thread, namely managing
par('mfg')
by hand before and after executing the subplot()
function, but it didn't work for me. The third option (wait a few days until the CRAN packages are updated to 2.8) seems to take a bit longer. 🙂 Anyway, it is working so I'm happy.
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