Analyze missing value profile

profile_missing(data)

Arguments

data

input data

Value

missing value profile, such as frequency, percentage and suggested action.

See also

Examples

profile_missing(airquality)
#> feature num_missing pct_missing #> 1 Ozone 37 0.24183007 #> 2 Solar.R 7 0.04575163 #> 3 Wind 0 0.00000000 #> 4 Temp 0 0.00000000 #> 5 Month 0 0.00000000 #> 6 Day 0 0.00000000