I have discovered what I think is a bug in the way MicrosoftR handles metadata from .sav files from SPSS.
Here is a summary of the Variable View:
ColumnA: 1 - Yes, 2 - No
ColumnB: 0.33 - Yes, 0.5 - Maybe, 0.66 - No, 0.99 - Why not, 1.00 - Yes, for sure.
ColumnC: A - Yes, B - No
My code:
library(RevoScaleR)
df <- RxSpssData(
"RoundingTest.sav",
stringsAsFactors = FALSE,
labelsAsInfo = TRUE,
labelsAsLevels = TRUE,
mapMissingCodes = "none"
)
test = rxImport(df)
The data reads in fine:
ColumnA ColumnB ColumnC Var0001
1 Yes 0.33 Yes NA
2 No 0.50 Yes NA
3 Yes 0.66 No NA
The valueInfoCodes, however, do not:
attr(test$ColumnA, ".rxValueInfoCodes") # NULL
attr(test$ColumnB, ".rxValueInfoCodes") # "0" "0" "0" "0" "1"
attr(test$ColumnC, ".rxValueInfoCodes") # NULL
It seems to be using some sort of floor function on the metadata in the numeric columns before converting them to character strings.
I have tried using options(scipen = 12)
and rxOptions(numDigits = 12)
with no success. Using rxDataStep
instead of rxImport
doesn't work. I believe the error to be somewhere in the RxSpssData() function.
- Has anyone experienced this with RxSpssData, or any other file type?
- Is there a workaround?
- Is there a formal way to report it to Microsoft if it's a genuine bug?
Thanks!
Also, my session info:
R version 3.3.2 (2016-10-31)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows >= 8 x64 (build 9200)
EDIT: Added the sample SAV file to a GitHub repo here.