ggplot2:条形图，其颜色是y轴值的函数 [英] ggplot2: barplot with colors as a function of y-axis value

问题描述

我有这个简单的代码(数据+条形图):

dat <- c('Jan','Feb','Mar', 'Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec')
val <- c(-2.5, 3, 2.5, -3.3, -1, 0.2, 6, 4.3, 5.5, 2, -1.9, -2.3)
df <- data.frame(dat, val)
bar <- ggplot(data = df, aes(x = factor(dat, levels = month.abb), y = val)) +
    geom_bar(stat = 'identity')
print(bar)

在其他地方，我使用以下调色板创建了热图:

# Palette
LtoM <-colorRampPalette(c('red', 'yellow' ))
Mid <- "snow3"
MtoH <-colorRampPalette(c('lightgreen', 'darkgreen'))

调用者:

scale_fill_gradient2(low = LtoM(100), mid = Mid, high = MtoH(100))

现在，我想为条形图使用类似的调色板，也就是说，我希望每个条形中的颜色是高度的函数(某种等级，从红色(最小y)到绿色(最大y)). /p>

请问我该怎么做?

解决方案

您的当前代码基本上就在那儿.只需添加scale_fill_gradient函数.

bar <- ggplot(data = df, aes(x = factor(dat, levels = month.abb), y = val, 
              fill=val)) +
       geom_bar(stat = 'identity') + 
       scale_fill_gradient2(low=LtoM(100), mid='snow3', 
       high=MtoH(100), space='Lab')

但是，允许scale_fill_gradient2照顾渐变效果很好

bar <- ggplot(data = df, aes(x = factor(dat, levels = month.abb), y = val, 
              fill=val)) + 
       geom_bar(stat = 'identity') + 
       scale_fill_gradient2(low='red', mid='snow3', high='darkgreen', space='Lab')

I have this simple code (data + barplot) :

dat <- c('Jan','Feb','Mar', 'Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec')
val <- c(-2.5, 3, 2.5, -3.3, -1, 0.2, 6, 4.3, 5.5, 2, -1.9, -2.3)
df <- data.frame(dat, val)
bar <- ggplot(data = df, aes(x = factor(dat, levels = month.abb), y = val)) +
    geom_bar(stat = 'identity')
print(bar)

Elsewhere I created a heatmap using the following palette:

# Palette
LtoM <-colorRampPalette(c('red', 'yellow' ))
Mid <- "snow3"
MtoH <-colorRampPalette(c('lightgreen', 'darkgreen'))

that is called by:

scale_fill_gradient2(low = LtoM(100), mid = Mid, high = MtoH(100))

Now I would like to use a similar color palette for my barplot, that is I would like the color in each bar to be a function of the height (some grade from red for mimimum y to green for maximum y).

How can I do that, please?

解决方案

You're basically there with your current code. Just add the scale_fill_gradient function.

bar <- ggplot(data = df, aes(x = factor(dat, levels = month.abb), y = val, 
              fill=val)) +
       geom_bar(stat = 'identity') + 
       scale_fill_gradient2(low=LtoM(100), mid='snow3', 
       high=MtoH(100), space='Lab')

However, allowing scale_fill_gradient2 to take care of the gradient-ing works pretty well

bar <- ggplot(data = df, aes(x = factor(dat, levels = month.abb), y = val, 
              fill=val)) + 
       geom_bar(stat = 'identity') + 
       scale_fill_gradient2(low='red', mid='snow3', high='darkgreen', space='Lab')

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