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  3. Dealing With Missing Data in R

Exercise

Explore variation by missingness: box plots

Previous exercises use nabular data along with density plots to explore the variation in a variable by the missingness of another.

We are going to use the oceanbuoys dataset from naniar, using box plots instead of facets or others to explore different layers of missingness.

Instructions

100 XP
  • Explore the distribution of wind east west (wind_ew) for the missingness of air temperature using geom_boxplot()
  • Build upon this visualization by faceting by the missingness of humidity (humidity_NA).