Asssess percentage of missing values in columns

The function takes an x3p object, a percentage to be used as the number acceptable percentage of missing values in a column, and the proportion that bad columns that is the threshold for a good scan.

assess_col_na(x3p, perc_of_col = 20, threshold_prop = 0.2)

Arguments

x3p

scan in x3p format

perc_of_col

Percentage (0 to 100) used as the acceptable percentage of missing values in a column. Defaults to 40

threshold_prop

Proportion (0 to 1, defaults to 0.2) of columns with more than the acceptable percentage of missing values as defined by perc_of_col.

Value

logical value: is percentage of columns with more than XXX percent missing values below XXX? HH: replace XXX by parameter names

Examples

assess_col_na(fau001_ba_l1)
#> [1] 0.8625219
assess_col_na(fau277_bb_l2)
#> [1] 4.716293