如何实现"geom_density_ridges"功能

Question

我想用我的数据生成一个与此 iris 数据集所示类似的图。

ggplot(iris, aes(x = Sepal.Length, y = Species)) +
  geom_density_ridges(aes(fill = Species)) +
  scale_fill_manual(values = c("#00AFBB", "#E7B800", "#FC4E07"))

在这里你可以看到我的数据集的截图。

ratio = c(0, 0.05, 0.1, 0.15, 0.2, 0.25, 0, 0.05, 0.1, 0.15, 0.2, 0.25)
frequency = c(12000, 12300, 9000, 4300, 2434, 18000, 11000, 12200, 8000, 4100, 2400, 15900)
concentration = c("200", "200", "200", "200", "200", "200", "100", "100", "100", "100", "100", "100")
df = cbind(ratio, frequency, concentration)
View(df)
df = as.data.frame(df)

ggplot(df, aes(x = ratio, y = frequency)) +
  geom_density_ridges(aes(fill = df$concentration)) +
  scale_fill_manual(values = c("#00AFBB", "#E7B800"))

不幸的是我的代码不起作用。我不知道我的错误在哪里。

Answer 1

这就是你想要的吗？

library(ggplot2); library(ggridges)
ggplot(df, aes(x = ratio, y = concentration, 
               height = frequency/10000, fill = concentration)) +
  geom_ridgeline() +
  scale_fill_manual(values = c("#00AFBB", "#E7B800"))

数据：

df = data.frame(stringsAsFactors = F,
                ratio = c(0, 0.05, 0.1, 0.15, 0.2, 0.25, 0, 0.05, 0.1, 0.15, 0.2, 0.25),
                frequency = c(12000, 12300, 9000, 4300, 2434, 18000, 11000, 12200, 8000, 4100, 2400, 15900),
                concentration = c("200", "200", "200", "200", "200", "200", "100", "100", "100", "100", "100", "100"))

如何实现"geom_density_ridges"功能

How to implement the "geom_density_ridges" function

r

ggplot2

density-plot