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library(naniar) dat_ms <- tibble::tribble(~x, ~y, ~z, ~specials, 1, "A", -100, "?", 3, "N/A", -99, "!", NA, NA, -98, ".", -99, "E", -101, "*", -98, "F", -1, "-") miss_scan_count( dat_ms, -99 ) #> # A tibble: 4 × 2 #> Variable n #> <chr> <int> #> 1 x 1 #> 2 y 0 #> 3 z 1 #> 4 specials 0 # should also by default sort descending order # and add percentage library(dplyr) #> #> Attaching package: 'dplyr' #> The following objects are masked from 'package:stats': #> #> filter, lag #> The following objects are masked from 'package:base': #> #> intersect, setdiff, setequal, union miss_scan_count( dat_ms, -99 ) %>% arrange(-n) %>% mutate(pct = (n / nrow(dat_ms) * 100)) #> # A tibble: 4 × 3 #> Variable n pct #> <chr> <int> <dbl> #> 1 x 1 20 #> 2 z 1 20 #> 3 y 0 0 #> 4 specials 0 0
Created on 2024-02-19 with reprex v2.1.0
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Created on 2024-02-19 with reprex v2.1.0
Session info
The text was updated successfully, but these errors were encountered: