In R, how do I compute factors' percentage given on different variable? [duplicate]

Answer 1

Because State comes first in the data frame, table will use that as the row ID. Thus, you can divide the results of table by the row sums to get ratios, or scale to percentage.

The table:

> table(x)
     Ideology
State Conservative Independent Liberal
   CO            2           1       3
   DC            1           1       1

Using prop.table to do the scaling, to get values per-state:

> prop.table(table(x), 1)
     Ideology
State Conservative Independent   Liberal
   CO    0.3333333   0.1666667 0.5000000
   DC    0.3333333   0.3333333 0.3333333

This is equivalent to table(x)/rowSums(table(x))

You can multiply by 100 to get percent values if needed.

Answer 2

You could modify your ddply code to:

 ddply(data,.(State), 
    function(x) with(x,
      data.frame(100*round(table(Ideology)/length(Ideology),2))))

 #    State     Ideology Freq
 #1    CO Conservative   33
 #2    CO  Independent   17
 #3    CO      Liberal   50
 #4    DC Conservative   33
 #5    DC  Independent   33
 #6    DC      Liberal   33