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  3. Dealing With Missing Data in R

Exercise

Exploring missingness dependence

To learn about the structure of the missingness in data, you can explore how sorting changes how missingness is presented.

For the oceanbuoys dataset, explore the missingness with vis_miss(), and then arrange by a few different variables

This is not a definitive process, but it will get you started to ask the right questions of your data. We explore more powerful techniques in the next chapter.

Instructions

100 XP

Using the dataset, oceanbuoys:

  • Arrange by the variables, year, latitude, and wind_ew using vis_miss().