R/add-cols.R
add_label_missings.Rd
Add a column describing if there are any missings in the dataset
add_label_missings(data, ..., missing = "Missing", complete = "Not Missing")
data | data.frame |
---|---|
... | extra variable to label |
missing | character a label for when values are missing - defaults to "Missing" |
complete | character character a label for when values are complete - defaults to "Not Missing" |
data.frame with a column "any_missing" that is either "Not Missing" or "Missing" for the purposes of plotting / exploration / nice print methods
bind_shadow()
add_any_miss()
add_label_missings()
add_label_shadow()
add_miss_cluster()
add_n_miss()
add_prop_miss()
add_shadow_shift()
cast_shadow()
airquality %>% add_label_missings()#> # A tibble: 153 x 7 #> Ozone Solar.R Wind Temp Month Day any_missing #> <int> <int> <dbl> <int> <int> <int> <chr> #> 1 41 190 7.4 67 5 1 Not Missing #> 2 36 118 8 72 5 2 Not Missing #> 3 12 149 12.6 74 5 3 Not Missing #> 4 18 313 11.5 62 5 4 Not Missing #> 5 NA NA 14.3 56 5 5 Missing #> 6 28 NA 14.9 66 5 6 Missing #> 7 23 299 8.6 65 5 7 Not Missing #> 8 19 99 13.8 59 5 8 Not Missing #> 9 8 19 20.1 61 5 9 Not Missing #> 10 NA 194 8.6 69 5 10 Missing #> # … with 143 more rowsairquality %>% add_label_missings(Ozone)#> # A tibble: 153 x 7 #> Ozone Solar.R Wind Temp Month Day any_missing #> <int> <int> <dbl> <int> <int> <int> <chr> #> 1 41 190 7.4 67 5 1 Not Missing #> 2 36 118 8 72 5 2 Not Missing #> 3 12 149 12.6 74 5 3 Not Missing #> 4 18 313 11.5 62 5 4 Not Missing #> 5 NA NA 14.3 56 5 5 Missing #> 6 28 NA 14.9 66 5 6 Not Missing #> 7 23 299 8.6 65 5 7 Not Missing #> 8 19 99 13.8 59 5 8 Not Missing #> 9 8 19 20.1 61 5 9 Not Missing #> 10 NA 194 8.6 69 5 10 Missing #> # … with 143 more rowsairquality %>% add_label_missings(Ozone, Solar.R)#> # A tibble: 153 x 7 #> Ozone Solar.R Wind Temp Month Day any_missing #> <int> <int> <dbl> <int> <int> <int> <chr> #> 1 41 190 7.4 67 5 1 Not Missing #> 2 36 118 8 72 5 2 Not Missing #> 3 12 149 12.6 74 5 3 Not Missing #> 4 18 313 11.5 62 5 4 Not Missing #> 5 NA NA 14.3 56 5 5 Missing #> 6 28 NA 14.9 66 5 6 Missing #> 7 23 299 8.6 65 5 7 Not Missing #> 8 19 99 13.8 59 5 8 Not Missing #> 9 8 19 20.1 61 5 9 Not Missing #> 10 NA 194 8.6 69 5 10 Missing #> # … with 143 more rowsairquality %>% add_label_missings(Ozone, Solar.R, missing = "yes", complete = "no")#> # A tibble: 153 x 7 #> Ozone Solar.R Wind Temp Month Day any_missing #> <int> <int> <dbl> <int> <int> <int> <chr> #> 1 41 190 7.4 67 5 1 no #> 2 36 118 8 72 5 2 no #> 3 12 149 12.6 74 5 3 no #> 4 18 313 11.5 62 5 4 no #> 5 NA NA 14.3 56 5 5 yes #> 6 28 NA 14.9 66 5 6 yes #> 7 23 299 8.6 65 5 7 no #> 8 19 99 13.8 59 5 8 no #> 9 8 19 20.1 61 5 9 no #> 10 NA 194 8.6 69 5 10 yes #> # … with 143 more rows