当我试图对从REDCap导出的数据进行撇除()时，Skimr错误消息

Question

我想使用skimr包和skim()函数来探索从REDCap导出的数据，但是它给了我这个错误消息。

Error in `dplyr::summarize()`:
! Problem while computing `skimmed = purrr::map2(...)`.
ℹ The error occurred in group 4: skim_type = "numeric".
Caused by error:
! Can't combine `..1$numeric.p0` <labelled> and `..2$numeric.p0` <labelled>.
✖ Some attributes are incompatible.
ℹ The author of the class should implement vctrs methods.
ℹ See <https://vctrs.r-lib.org/reference/faq-error-incompatible-attributes.html>.
Backtrace:
  1. skimr::skim(e2)
 10. purrr::map2(...)
 12. skimr:::skim_by_type.data.frame(.x[[1L]], .y[[1L]], ...)
 13. skimr:::build_results(skimmed, variable_names, NULL)
 15. tidyr:::unnest.data.frame(out, .data$by_variable)
     ...
 19. vctrs (local) `<fn>`()
 20. vctrs::vec_default_ptype2(...)
 21. vctrs::stop_incompatible_type(...)
 22. vctrs:::stop_incompatible(...)
 23. vctrs:::stop_vctrs(...)
 Error in dplyr::summarize(grouped, skimmed = purrr::map2(.data$skimmers, : 

ℹ The error occurred in group 4: skim_type = "numeric".
Caused by error:
! Can't combine `..1$numeric.p0` <labelled> and `..2$numeric.p0` <labelled>.
✖ Some attributes are incompatible.
ℹ The author of the class should implement vctrs methods.
ℹ See <https://vctrs.r-lib.org/reference/faq-error-incompatible-attributes.html>.

Answer 1

之所以会发生这种情况，是因为这些数据都是类标记的。我必须更多地了解Redcap格式化的细节，但我建议，为了方便浏览，一个简单的解决方案是将其转换为标准的数据类型之一。