Fix pipeline when barrier column is all NAs part 2 #1435
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@capnrefsmmat FYI. I'm thinking the more robust fix is to change |
krivard
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Dec 19, 2021
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| vaccine_barriers <- ifelse(vaccine_barriers == "13", NA_character_, vaccine_barriers) | ||
| if (any(!is.na(vaccine_barriers))) { | ||
| vaccine_barriers <- ifelse(vaccine_barriers == "13", NA_character_, vaccine_barriers) |
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if the entire column is NA, and (thus) ifelse() results in a logical vector, how does that affect any(!is.na(vaccine_barriers))?
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is.na appears to have the same behavior for logical NA and character missing (NA_character_), but I'll explicitly cast to character to be safe. The downstream is_selected also appears to work correctly with logical NA but expects strings.
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Description
Followup to #1346. Set answer code 13 to NA before checking if col is all NA.
Changelog
variables.RFixes
In rare cases,
vaccine_barriers <- ifelse(vaccine_barriers == "13", NA, vaccine_barriers)orvaccine_barriers <- ifelse(input_data$V15b == "13", NA, input_data$V15b)will make a column all NA when it wasn't before. This happens when the only non-NA responses have answer code "13".