我遇到ggpairs颜色映射问题。当用于设置颜色的变量是一个字符(转换为一个因子)时,事情按预期工作:
library(GGally)
data(state)
df <- data.frame(state.x77,
State = state.name,
Abbrev = state.abb,
Region = state.region,
Division = state.division
)
col.index <- c(3,5,6,7)
p <- ggpairs(df,
# columns to include in the matrix
columns = col.index,
# what to include above the diagonal
upper = list(continuous = "cor"),
# what to include below the diagonal
lower = list(continuous = "points"),
# what to include in the diagonal
diag = "blank",
# how to label plots
axisLabels = "show",
# other aes() parameters
legends=F,
colour = "Region",
title = "Plot Title"
)
print(p)
请注意,相关图中颜色的顺序为:绿色,蓝色,红色,紫色。
但是,当用于设置颜色的变量是数字(转换为因子)时:
df.numeric <- df
df.numeric$Region <- as.character(df.numeric$Region)
df.numeric$Region[which(df.numeric$Region == "Northeast")] <- 1
df.numeric$Region[which(df.numeric$Region == "South")] <- 3
df.numeric$Region[which(df.numeric$Region == "North Central")] <- 10
df.numeric$Region[which(df.numeric$Region == "West")] <- 13
df.numeric$Region <- factor(df.numeric$Region, levels = c(1,3,10,13))
p <- ggpairs(df.numeric,
# columns to include in the matrix
columns = col.index,
# what to include above the diagonal
upper = list(continuous = "cor"),
# what to include below the diagonal
lower = list(continuous = "points"),
# what to include in the diagonal
diag = "blank",
# how to label plots
axisLabels = "show",
# other aes() parameters
legends=F,
colour = "Region",
title = "Plot Title"
)
print(p)
我遇到了问题......尽管事实上我确保了关卡的顺序是正确的(1,3,10,13)。
由于某种原因,相关图中的颜色已经改变了顺序 - 它们现在是绿色,紫色,红色,蓝色。但是,请注意散点图看起来相同...这意味着信息不再对应于图表。
我将使用自定义颜色列表,每个颜色必须对应一个特定的数字组(以匹配我正在生成的其他图表)。有谁知道如何解决这个问题?