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Importing TSV file from qualtrics into R raises error

Time:01-30

I'm not able to import a TSV survey data file in R due to an error (the file is exported from Qualtrics as TSV). This is my code:

library(readr)
df <- read_tsv('example_data_from_qualtrics.tsv')

Running the code results in this error message:

Error in vroom_(file, delim = delim %||% col_types$delim, col_names = col_names,  :          
  embedded nul in string: 'S\0t\0a\0r\0t\0D\0a\0t\0e'

Maybe an encoding issue. I couldn't find a solution yet.

EDIT: here's some sample data: enter image description here (see it in sublime text, notepad ).

readr::read_tsv('~/Downloads/example_data_from_qualtrics.tsv', 
                locale = readr::locale(encoding = "UTF-16LE"))

I think it's better to delete lines 2 and 3 in your file before importing it. These lines could be read in another step to have label of your columns, for instance with readr::read_tsv(.., n_max = 2).

enter image description here

Then readr will guess column types more precisely.

enter image description here

To have answers by rows, you can pivot your data by user:

u <- readr::read_tsv('~/Downloads/example_data_from_qualtrics.tsv', locale = readr::locale(encoding = "UTF-16LE"))

v <- u %>% tidyr::gather(var, val, - IPAddress, - ResponseId, - UserLanguage, - DistributionChannel, 
                    - StartDate, - EndDate, - RecordedDate, 
                    - RecipientLastName, - RecipientFirstName, - RecipientEmail, - ExternalReference,
                    - Status, - Progress, - `Duration (in seconds)`, - Finished, - LocationLatitude, -LocationLongitude)

enter image description here

To have labels (and questions of the survey), you can do:

u <- readr::read_tsv('~/Downloads/example_data_from_qualtrics.tsv', 
                     locale = readr::locale(encoding = "UTF-16LE"), n_max = 3)

v <- u %>% 
  filter(row_number() %in% c(1,3)) %>% 
  tidyr::gather(var, label_question)

enter image description here

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