視覺化兩個變數的遺漏情形

在 R 中處理遺漏值

Nicholas Tierney

Instructor

在二維中視覺化遺漏值的難題

ggplot(airquality,
       aes(x = Ozone,
           y = Solar.R)) + 
  geom_point()

Warning message:
Removed 42 rows containing 
missing values (geom_point).

ggplot(airquality,
       aes(x = Ozone,
           y = Solar.R)) + 
  geom_miss_point()

ggplot(airquality,
       aes(x = Wind,
           y = Ozone)) + 
  geom_miss_point() + 
  facet_wrap(~ Month)

airquality %>%
  bind_shadow() %>%
ggplot(aes(x = Wind,
           y = Ozone)) + 
  geom_miss_point() + 
  facet_wrap(~ Solar.R_NA)

在 R 中處理遺漏值