variable_completeness: Calculate Variable Completeness in a Data Frame
Description
Calculates the completeness of each variable in a data frame.
Usage
variable_completeness(data)
Value
Tibble detailing completeness statistics for each variable.
Arguments
data
Data frame.
Details
This is achieved by comparing the number of NA to non-NA
values. Returns the count of NA as well as the percentage of NA
values and the percentage completeness.
See Also
Other measures of completeness:
assess_completeness(),
compare_completeness(),
completeness_heatmap(),
plot_completeness(),
row_completeness()