multiple graphs in one canvas using ggplot2

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失恋的感觉
失恋的感觉 2020-11-28 05:34

I am trying to merge two ggplot2 plots into one based on this table:

   Type    RatingA  RatingB
1  One     3        36
2  Two     5        53
3  One     5           


        
3条回答
  •  天涯浪人
    2020-11-28 06:17

    this is an old question, but I recently found multiplot function, with make his job very well.

    The multiplot function is from Cookbook for R:

    The function it self is:

    # Multiple plot function
    #
    # 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) {
      require(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))
        }
      }
    }
    

    You need just source this function to your script.

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