R 将 CDF 列添加到 DataFrame

Question

Suppose I have the following R dataframe:

The Peril and Range columns are both factors. And I want to create a cumulative distribution column for Counts and Value like so:

How would I do this? I am using dplyr if that helps.

Answer 1

Assuming you have the data stored in df this should work:

df %>%
  group_by(Peril) %>%
  mutate(
    'Count CDF' = cumsum(Counts) / sum(Counts),
    'Values CDF' = cumsum(Values) / sum(Values)
  )

However your first and second table seem to have different counts and values for the 'Other' Peril.