用多行突出显示ggplot中的一行

Question

我想更改 ggplot 中一行的 size、linetype、color 等。这是一个最小的可重现示例：

library(tidyverse)    
# Data in wide format
    df_wide <- data.frame(
    Horizons = seq(1,10,1),
    Country1 = c(2.5, 2.3, 2.2, 2.2, 2.1, 2.0, 1.7, 1.8, 1.7, 1.6),
    Country2 = c(3.5, 3.3, 3.2, 3.2, 3.1, 3.0, 3.7, 3.8, 3.7, 3.6),
    Country3 = c(1.5, 1.3, 1.2, 1.2, 1.1, 1.0, 0.7, 0.8, 0.7, 0.6)
    )
    
# Convert to long format
    df_long <- df_wide %>%
      gather(key = "variable", value = "value", -Horizons)
    
# Plot the lines
plotstov <- ggplot(df_long, aes(x = Horizons, y = value)) + 
  geom_line(aes(colour = variable, group = variable))+
  theme_bw()

输出：

如何更改 Country1 的 size、linetype、color，而不必绘制每一行分开，例如：geom_line(aes( y = Country1...)) + geom_line(aes(y = Country2...))，因此突出显示 Country1?

行

非常感谢！

Answer 1

不是每一行，但你只能单独绘制 'Country1' :

library(ggplot2)

ggplot(subset(df_long, variable != 'Country1'), aes(x = Horizons, y = value)) + 
  geom_line(aes(colour = variable, group = variable)) +
  geom_line(data = subset(df_long, variable == 'Country1'), 
            size = 3, linetype = 'dashed', color = 'blue') +
  theme_bw()

Answer 2

实现此目的的一种方法是为 color、size、.. 使用命名向量，然后您可以在 scale_xxxx_manual 中使用它来设置您喜欢的值.

library(tidyverse)    
# Data in wide format
df_wide <- data.frame(
  Horizons = seq(1,10,1),
  Country1 = c(2.5, 2.3, 2.2, 2.2, 2.1, 2.0, 1.7, 1.8, 1.7, 1.6),
  Country2 = c(3.5, 3.3, 3.2, 3.2, 3.1, 3.0, 3.7, 3.8, 3.7, 3.6),
  Country3 = c(1.5, 1.3, 1.2, 1.2, 1.1, 1.0, 0.7, 0.8, 0.7, 0.6)
)

# Convert to long format
df_long <- df_wide %>%
  gather(key = "variable", value = "value", -Horizons)

colors <- c(Country1 = "red", Country2 = "grey50", Country3 = "grey50")
sizes <- c(Country1 = 2, Country2 = .5, Country3 = .5)
# Plot the lines
plotstov <- ggplot(df_long, aes(x = Horizons, y = value)) + 
  geom_line(aes(colour = variable, size = variable, group = variable)) +
  scale_color_manual(values = colors) +
  scale_size_manual(values = sizes) +
  theme_bw()
plotstov

Answer 3

下面this duplicate是这个问题的另一个答案。
它使用了一个简单的技巧，通过将突出显示的变量与目标值进行比较来判断突出显示的变量。这将其二分法，成为一个合乎逻辑的 FALSE/TRUE 值。

variable == "Country1"

情节图例现在需要更加小心，以使其标题和文字正确。

g <- ggplot(df_long, aes(x = Horizons, y = value)) + 
  geom_line(aes(colour = variable == "Country1", size = variable == "Country1", group = variable)) +
  scale_color_manual(name = "variable", labels = c("Other", "Country1"), values = c("grey50", "red")) +
  scale_size_manual(name = "variable", labels = c("Other", "Country1"), values = c(0.5, 2)) +
  theme_bw()

g

用多行突出显示ggplot中的一行

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r

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highlight