Pass an advanced insights query dataset and return the identified query type as a string. This function uses variable name string matching to 'guess' the query type of the data frame.
identify_query(data, threshold = 2)An advanced insights query dataset in the form of a data frame. If the data is not identified as a valid dataset, the function will return an error.
Debugging use only. Increase to raise the 'strictness' of the guessing algorithm. Defaults to 2.
String. A diagnostic message is returned.
Other Data Validation:
check_query(),
extract_hr(),
flag_ch_ratio(),
flag_em_ratio(),
flag_extreme(),
flag_outlooktime(),
hr_trend(),
hrvar_count_all(),
hrvar_count(),
hrvar_trend(),
identify_churn(),
identify_holidayweeks(),
identify_inactiveweeks(),
identify_nkw(),
identify_outlier(),
identify_privacythreshold(),
identify_shifts_wp(),
identify_shifts(),
identify_tenure(),
remove_outliers(),
standardise_pq(),
subject_validate_report(),
subject_validate(),
track_HR_change(),
validation_report()
identify_query(sq_data) # Standard query
#> [1] "Person Query"
identify_query(mt_data) # Meeting query
#> [1] "Meeting Query"
identify_query(em_data) # Hourly collaboration query
#> [1] "Hourly Collaboration Query"
if (FALSE) {
identify_query(iris) # Will return an error
identify_query(mtcars) # Will return an error
}