diagnose category

counts the distinct entries of categorical variables. The max_distinct argument limits the scope to categorical variables with a maximum number of unique entries, to prevent overflow.

diagnose_category(.data, ..., max_distinct = 5)

Arguments

.data

dataframe

...

tidyselect

max_distinct

integer

Value

dataframe

Examples

iris %>%
diagnose_category()
#> # A tibble: 3 × 4
#>   column  level          n ratio
#>   <chr>   <fct>      <int> <dbl>
#> 1 Species setosa        50 0.333
#> 2 Species versicolor    50 0.333
#> 3 Species virginica     50 0.333