Run all data checks.

Usage

check_all(
  sav_path,
  pdf_path = NULL,
  encoding = NULL,
  missingRange = -50:-99,
  missingRegex = "missing|omitted|not reached|nicht beantwortet|ausgelassen",
  idVar = NULL,
  sdcVars = NULL
)

Arguments

sav_path: Path to the SPSS file
pdf_path: Path to the .pdf file
encoding: Optional: The character encoding used for reading the .sav file. The default, NULL, uses the encoding specified in the file, but sometimes this value is incorrect and it is useful to be able to override it.
missingRange: Numerical range for missing tags.
missingRegex: Regular expression for value labels for missing tags.
idVar: Name(s) of the identifier variable in the GADSdat object. If NULL, the first variable in the data set is taken as the idVar.
sdcVars: Variable names of variables with potential statistical disclosure control issues.

Value

A data.frame.

Details

This functions calls check_file_name, check_var_names, check_meta_encoding, check_id, check_var_labels, checkMissingValLabels, check_missing_range, check_missing_regex, sdc_check, and check_docu.

Examples

dataset <- system.file("extdata", "example_data2.sav", package = "eatFDZ")
out <- check_all(dataset)
#>                              Test          Result
#> 1          lengthy_variable_names         passing
#> 2    special_signs_variable_names Issues detected
#> 3         special_signs_meta_data Issues detected
#> 4                     missing_IDs Issues detected
#> 5                   duplicate_IDs Issues detected
#> 6         missing_variable_labels Issues detected
#> 7            missing_value_labels Issues detected
#> 8              missing_range_tags Issues detected
#> 9              missing_regex_tags Issues detected
#> 10 statistical_disclosure_control Issues detected
#> 11            character_variables Issues detected
#> 12                     docu_check      Not tested