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The goal of readSX is to import survey data collected from the proprietary service SurveyXact. SurveyXact exports data in multiple tables: raw data, variable labels (and types), and value labels.


You can install the development version of readSX like so:



ex_survey2_xlsx <-
      read_surveyxact(filepath =
                      system.file("extdata", "ex_survey2.xlsx",
                      package = "readSX", mustWork = TRUE))


  • Fixes legacy bugs in the SurveyXact data export.
  • Ensures data can be read no matter which data export format (Excel, CSV, ansi/utf8, comma/semicolon-separated).
  • Can read non-ASCII characters correctly - tested with Norwegian æøå.
  • As of version 1.8.2, applies factors for labelled values. (prior versions used the value labels-system of the labelled-package, which is only intended for Stata/SPSS/SAS where there can be multiple missing value codes). In SurveyXact, only blanks can be used for explicit missing, so this feature was redundant and confusing. Stick to R’s native factor vectors.
  • As of 1.8.4, contains function to ensure uploaded CSV file with respondents is in correct format.


  • Tick boxes do not get correct label suffix? Automatically fix NA/FALSE for these?
  • Get SX to fix the bug in labels header
  • Get SX to fix the bug in Excel-sheets being separated into dataset(1)(2), etc.
  • Get SX to fix bug in Structure.csv having a phantom column at the end…