使密度的底部和直方图的 y 轴对齐？

Question

我在同一个图上绘制密度和直方图我可以做如下：

set.seed(1)
ex=rnorm(4000 , 120 , 30)   

hist(ex, col="#00AFBB", prob=TRUE, breaks=100)
lines(density(ex), col="#E7B800")

但我不想将概率设置为 TRUE，因此我制作了密度图和频率直方图并将它们组合在一起，following this tutorial:

library(ggpubr)
library(cowplot)
phist <- gghistogram(
  ex, 
  # rug = TRUE, 
  color = "#00AFBB",
  bins=100,
  # add_density = TRUE
) + 
  scale_y_continuous(position = "right")

# 2. Create the density plot with y-axis on the right
# Remove x axis elements
pdensity <- ggdensity(
  ex, color = "#E7B800",
  alpha = 0, 
  # rug = TRUE
) +
  scale_y_continuous(expand = expansion(mult = c(0, 0.05)), position = "left")  +
  theme_half_open(11, rel_small = 1) +
  rremove("x.axis") +
  rremove("xlab") +
  rremove("x.text") +
  rremove("x.ticks") +
  rremove("legend")

# 3. Align the two plots and then overlay them.
aligned_plots <- align_plots(phist, pdensity, align="vh", axis="lr")
ggdraw(aligned_plots[[1]]) + draw_plot(aligned_plots[[2]])

但是align_plots的align参数怎么设置都好像两个y都对齐不好。如何对齐两个y轴的0点？

Answer 1

我认为您可以通过对 scale_y_continuous() 使用相同的 expand 值来使轴对齐。在下面的代码中，我复制了你第二次用 mult=c(0,0.05) 调用它来替换第一个计数轴。我不知道生成的密度和直方图具有相同的“面积”，但它们看起来很接近。

set.seed(1)
ex=rnorm(4000 , 120 , 30)   

hist(ex, col="#00AFBB", prob=TRUE, breaks=100)
lines(density(ex), col="#E7B800")

library(ggpubr)
library(cowplot)
phist <- gghistogram(
  ex, 
  # rug = TRUE, 
  color = "#00AFBB",
  bins=100,
  # add_density = TRUE,
) + 
  # formatted this to be the same as the left axis, except on right
  # same expansion multiple
  scale_y_continuous(expand = expansion(mult = c(0, 0.05)), position = "right")

# 2. Create the density plot with y-axis on the right
# Remove x axis elements
pdensity <- ggdensity(
  ex, color = "#E7B800",
  alpha = 0, 
  # rug = TRUE
) +
  scale_y_continuous(expand = expansion(mult = c(0, 0.05)), position = "left")  +
  theme_half_open(11, rel_small = 1) +
  rremove("x.axis") +
  rremove("xlab") +
  rremove("x.text") +
  rremove("x.ticks") +
  rremove("legend")

# 3. Align the two plots and then overlay them.
aligned_plots <- align_plots(phist, pdensity, align="vh", axis="lr")
ggdraw(aligned_plots[[1]]) + draw_plot(aligned_plots[[2]])

使密度的底部和直方图的 y 轴对齐？

Make the bottom of the density and histogram y axes aligned?

plot

r

cowplot

ggpubr