Count occurrences of factor in R, with zero counts reported

Question

I want to count the number of occurrences of a factor in a data frame. For example, to count the number of events of a given type in the code below:

library(plyr         


        

Answer 1

You get this for free if you define your events variable correctly as a factor with the desired three levels:

R> events <- data.frame(type = factor(c('A', 'A', 'B'), c('A','B','C')), 
+                       quantity = c(1, 2, 1))
R> events
  type quantity
1    A        1
2    A        2
3    B        1
R> table(events$type)

A B C 
2 1 0 
R> 

Simply calling table() on the factor already does the right thing, and ddply() can too if you tell it not to drop:

R> ddply(events, .(type), summarise, quantity = sum(quantity), .drop=FALSE)
  type quantity
1    A        3
2    B        1
3    C        0
R>