使用ggpairs的传奇

时间:2015-10-03 20:56:47

标签: r plot ggplot2 ggally

试着按照这里的例子,我正在复制以下代码:

# Load required packages
require(GGally)

# Load datasets
data(state)
df <- data.frame(state.x77,
                 State = state.name,
                 Abbrev = state.abb,
                 Region = state.region,
                 Division = state.division
) 
# Create scatterplot matrix
p <- ggpairs(df, 
             # Columns to include in the matrix
             columns = c(3,5,6,7),

             # What to include above diagonal
             # list(continuous = "points") to mirror
             # "blank" to turn off
             upper = "blank",
             legends=T,

             # What to include below diagonal
             lower = list(continuous = "points"),

             # What to include in the diagonal
             diag = list(continuous = "density"),

             # How to label inner plots
             # internal, none, show
             axisLabels = "none",

             # Other aes() parameters
             colour = "Region",
             title = "State Scatterplot Matrix"
) 

# Show the plot
print(p)

我应该为每个情节获得带有图例的图像。

但相反,我得到一个没有任何传说的人。

为什么我得到的图片没有传说的任何提示?我的具体案例需要他们!

我正在使用R v.3.2.2,并在RStudio和RGui中尝试过。

提前致谢!

1 个答案:

答案 0 :(得分:4)

应该有一个标准的方法,但我找不到一个。旧的打印功能仍然存在并且可以访问,但在内部功能中。试试这个而不是打印:

  GGally:::print_ggpairs_old(p)

enter image description here

如果你添加这个(感谢帖子的回复Legend using ggpairs

colidx <- c(3,5,6,7)
for (i in 1:length(colidx)) {

  # Address only the diagonal elements
  # Get plot out of plot-matrix
  inner <- getPlot(p, i, i);

  # Add ggplot2 settings (here we remove gridlines)
  inner <- inner + theme(panel.grid = element_blank()) +
    theme(axis.text.x = element_blank())

  # Put it back into the plot-matrix
  p <- putPlot(p, inner, i, i)

  for (j in 1:length(colidx)){
    if((i==1 & j==1)){

      # Move the upper-left legend to the far right of the plot
      inner <- getPlot(p, i, j)
      inner <- inner + theme(legend.position=c(length(colidx)-0.25,0.50)) 
      p <- putPlot(p, inner, i, j)
    }
    else{

      # Delete the other legends
      inner <- getPlot(p, i, j)
      inner <- inner + theme(legend.position="none")
      p <- putPlot(p, inner, i, j)
    }
  }
}

你得到了更好的东西:

enter image description here