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Draw multiple ggplots in a grid layout
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| # MultiPlot - Arrange multiple R plots in a single grid type layout | |
| # | |
| # Reference - http://www.cookbook-r.com/Graphs/Multiple_graphs_on_one_page_%28ggplot2%29/ | |
| # | |
| # ggplot objects can be passed in ..., or to plotlist (as a list of ggplot objects) | |
| # - cols: Number of columns in layout | |
| # - layout: A matrix specifying the layout. If present, 'cols' is ignored. | |
| # | |
| # If the layout is something like matrix(c(1,2,3,3), nrow=2, byrow=TRUE), | |
| # then plot 1 will go in the upper left, 2 will go in the upper right, and | |
| # 3 will go all the way across the bottom. | |
| # | |
| multiplot <- function(..., plotlist=NULL, file, cols=1, layout=NULL) { | |
| library(grid) | |
| # Make a list from the ... arguments and plotlist | |
| plots <- c(list(...), plotlist) | |
| numPlots = length(plots) | |
| # If layout is NULL, then use 'cols' to determine layout | |
| if (is.null(layout)) { | |
| # Make the panel | |
| # ncol: Number of columns of plots | |
| # nrow: Number of rows needed, calculated from # of cols | |
| layout <- matrix(seq(1, cols * ceiling(numPlots/cols)), | |
| ncol = cols, nrow = ceiling(numPlots/cols)) | |
| } | |
| if (numPlots==1) { | |
| print(plots[[1]]) | |
| } else { | |
| # Set up the page | |
| grid.newpage() | |
| pushViewport(viewport(layout = grid.layout(nrow(layout), ncol(layout)))) | |
| # Make each plot, in the correct location | |
| for (i in 1:numPlots) { | |
| # Get the i,j matrix positions of the regions that contain this subplot | |
| matchidx <- as.data.frame(which(layout == i, arr.ind = TRUE)) | |
| print(plots[[i]], vp = viewport(layout.pos.row = matchidx$row, | |
| layout.pos.col = matchidx$col)) | |
| } | |
| } | |
| } |
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