compare_completeness {eHDPrep}

Compare Completeness between Datasets

Description

Produces a density plot comparing the completeness of two datasets (tbl_a and tbl_b) for variables (if dim == 2, default) or row (if dim == 1). The label used to identify the dataset's density curve can be specified using tbl_a_lab and tbl_b_lab.

Usage

compare_completeness(tbl_a, tbl_b, dim = 2, tbl_a_lab = NULL, tbl_b_lab = NULL)

Arguments

tbl_a

Data frame of the first data frame to compare.

tbl_b

Data frame of the second data frame to compare.

dim

Integer. Dimension to measure completeness on. 2 (Default) measures completeness by variable. 1 measures completeness by row.

tbl_a_lab

String to be used to label tbl_a on the output plot.

tbl_b_lab

String to be used to label tbl_b on the output plot.

Value

Plot showing densities of completeness across both datasets.

See Also

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

Examples

data(example_data)
compare_completeness(example_data, strings_to_NA(example_data), dim = 2,
                     "raw", "cleaned")