r dataframe add a column with cumulative values code example

Example: r dataframe add a column with cumulative values

df <- data.frame(id = rep(1:3, each = 5)
                 , hour = rep(1:5, 3)
                 , value = sample(1:15))
                 
df %>% group_by(id) %>% mutate(csum = cumsum(value))