[英]Separated Boxplots for each column of a dataset
I have a data frame with 79 columns. 我有一个79列的数据框。
For each column, I am trying to produce an entirely separated boxplot. 对于每一列,我试图生成一个完全分开的箱线图。
I have tried apply(integers, 2,function(x) boxplot(x, main = colnames(integers["x"])))
我试过了
apply(integers, 2,function(x) boxplot(x, main = colnames(integers["x"])))
However, I cannot add the title of each column to the respective boxplot. 但是,我不能将每列的标题添加到相应的箱线图中。
library(tidyverse)
plot_function <- function(column_name, data_in) {
plot_out <- ggplot(data_in, aes_string(y = column_name)) +
geom_boxplot() +
labs(title = column_name)
return(plot_out)
}
plot_columns <- names(iris)[1:4]
plot <- lapply(plot_columns, function(x, y) plot_function(x, y), y = iris)
plot[[1]]
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