I have a dataframe which has the following columns:
ks3score ks4score ethnic gender SECshort hiquamum singlepar house
"numeric" "numeric" "character" "character" "character" "character" "character" "character"
fsm parasp computer tuition pupasp homework attitude asc
"character" "character" "character" "character" "character" "character" "character" "character"
sen truancy absent IDACI_n FSMband
"character" "character" "character" "numeric" "character"
I want to draw boxplot for each character variable and ks4score
, now I have used the code below, but not concise enough:
boxplot(ks4score ~ ethnic, df)
boxplot(ks4score ~ gender, df)
...
Just wonder if there is a way improve it? Thanks.
You can try:
cols <- names(df)[sapply(df, is.character)]
all_plots <- lapply(cols, function(x) boxplot(reformulate(x, 'ks4score'), df))
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