I have a dataframe with the count of for instance males and females for certain groups arranged in this way:
df <- data.frame (
Round = c("R1", "R1", "R2", "R2"),
N. = c(20, 10, 15,15),
Gender = c("M", "F", "M","F"))
How can I create a table accounting for counts over, for instance, Round and Gender? I would like to show the distribution of gender for each round.
I have tried
table (df$Gender, df$Round)
but this is not what I need. I need instead to show N. by groups.
CodePudding user response:
Something like this?
library(tidyr)
pivot_wider(df, names_from = Round, values_from = N.)
Gender R1 R2
1 M 20 15
2 F 10 15
Or in base R with reshape
:
reshape(df, direction = "wide", idvar = "Gender", timevar = "Round")