Analyze missing value profile
profile_missing(data)
data | input data |
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missing value profile, such as frequency, percentage and suggested action.
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