R how to find NA values after using addNA function

Posted by screechOwl on Stack Overflow See other posts from Stack Overflow or by screechOwl
Published on 2013-06-25T15:58:28Z Indexed on 2013/06/25 16:21 UTC
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I have a data frame with a bunch of categorical variables. Some of them contain NA's and I use the addNA function to convert them to an explicit factor level. My problem comes when I try to treat them as NA's they don't seem to register.

Here's my example data set and attempts to 'find' NA's:

df1 <- data.frame(id = 1:200, y =rbinom(200, 1, .5),  var1 = factor(rep(c('abc','def','ghi','jkl'),50)))
df1$var2 <- factor(rep(c('ab c','ghi','jkl','def'),50))
df1$var3 <- factor(rep(c('abc','ghi','nop','xyz'),50))

df1[df1$var1 == 'abc','var1'] <- NA

df1$var1 <- addNA(df1$var1)

df1$isNaCol <- ifelse(df1$var1 == NA, 1, 0);summary(df1$isNaCol)
df1$isNaCol <- ifelse(is.na(df1$var1), 1, 0);summary(df1$isNaCol)
df1$isNaCol <- ifelse(df1$var1 == 'NA', 1, 0);summary(df1$isNaCol)
df1$isNaCol <- ifelse(df1$var1 == '<NA>', 1, 0);summary(df1$isNaCol)

Also when I type ??addNA I don't get any matches. Is this a gray-market function or something? Any suggestions would be appreciated.

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