variable_completeness {eHDPrep}

Calculate Variable Completeness in a Data Frame

Description

Calculates the completeness of each variable in a data frame.

Usage

variable_completeness(data)

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.

Value

Tibble detailing completeness statistics for each variable.

See Also

Other measures of completeness: assess_completeness(), compare_completeness(), completeness_heatmap(), plot_completeness(), row_completeness()

Examples

data(example_data)
variable_completeness(example_data)