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miss_scan_count should contain percentage information and default to descending order #341

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njtierney opened this issue Feb 19, 2024 · 0 comments · May be fixed by #347
Open

miss_scan_count should contain percentage information and default to descending order #341

njtierney opened this issue Feb 19, 2024 · 0 comments · May be fixed by #347

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@njtierney
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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

Session info
sessioninfo::session_info()
#> ─ Session info ───────────────────────────────────────────────────────────────
#>  setting  value
#>  version  R version 4.3.2 (2023-10-31)
#>  os       macOS Sonoma 14.3.1
#>  system   aarch64, darwin20
#>  ui       X11
#>  language (EN)
#>  collate  en_US.UTF-8
#>  ctype    en_US.UTF-8
#>  tz       Australia/Hobart
#>  date     2024-02-19
#>  pandoc   3.1.1 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/ (via rmarkdown)
#> 
#> ─ Packages ───────────────────────────────────────────────────────────────────
#>  package     * version    date (UTC) lib source
#>  cli           3.6.2      2023-12-11 [1] CRAN (R 4.3.1)
#>  colorspace    2.1-0      2023-01-23 [2] CRAN (R 4.3.0)
#>  digest        0.6.34     2024-01-11 [2] CRAN (R 4.3.1)
#>  dplyr       * 1.1.4      2023-11-17 [2] CRAN (R 4.3.1)
#>  evaluate      0.23       2023-11-01 [2] CRAN (R 4.3.1)
#>  fansi         1.0.6      2023-12-08 [2] CRAN (R 4.3.1)
#>  fastmap       1.1.1      2023-02-24 [1] CRAN (R 4.3.0)
#>  fs            1.6.3      2023-07-20 [2] CRAN (R 4.3.0)
#>  generics      0.1.3      2022-07-05 [2] CRAN (R 4.3.0)
#>  ggplot2       3.4.4      2023-10-12 [2] CRAN (R 4.3.1)
#>  glue          1.7.0      2024-01-09 [1] CRAN (R 4.3.1)
#>  gtable        0.3.4      2023-08-21 [2] CRAN (R 4.3.0)
#>  htmltools     0.5.7      2023-11-03 [2] CRAN (R 4.3.1)
#>  knitr         1.45       2023-10-30 [2] CRAN (R 4.3.1)
#>  lifecycle     1.0.4      2023-11-07 [1] CRAN (R 4.3.1)
#>  magrittr      2.0.3      2022-03-30 [1] CRAN (R 4.3.0)
#>  munsell       0.5.0      2018-06-12 [2] CRAN (R 4.3.0)
#>  naniar      * 1.0.0.9000 2024-01-12 [2] local
#>  pillar        1.9.0      2023-03-22 [2] CRAN (R 4.3.0)
#>  pkgconfig     2.0.3      2019-09-22 [2] CRAN (R 4.3.0)
#>  purrr         1.0.2      2023-08-10 [2] CRAN (R 4.3.0)
#>  R.cache       0.16.0     2022-07-21 [2] CRAN (R 4.3.0)
#>  R.methodsS3   1.8.2      2022-06-13 [2] CRAN (R 4.3.0)
#>  R.oo          1.26.0     2024-01-24 [2] CRAN (R 4.3.1)
#>  R.utils       2.12.3     2023-11-18 [2] CRAN (R 4.3.1)
#>  R6            2.5.1      2021-08-19 [1] CRAN (R 4.3.0)
#>  reprex        2.1.0      2024-01-11 [2] CRAN (R 4.3.1)
#>  rlang         1.1.3      2024-01-10 [1] CRAN (R 4.3.1)
#>  rmarkdown     2.25       2023-09-18 [2] CRAN (R 4.3.1)
#>  rstudioapi    0.15.0     2023-07-07 [1] CRAN (R 4.3.0)
#>  scales        1.3.0      2023-11-28 [2] CRAN (R 4.3.1)
#>  sessioninfo   1.2.2      2021-12-06 [2] CRAN (R 4.3.0)
#>  styler        1.10.2     2023-08-29 [2] CRAN (R 4.3.0)
#>  tibble        3.2.1      2023-03-20 [2] CRAN (R 4.3.0)
#>  tidyr         1.3.1      2024-01-24 [2] CRAN (R 4.3.1)
#>  tidyselect    1.2.0      2022-10-10 [2] CRAN (R 4.3.0)
#>  utf8          1.2.4      2023-10-22 [2] CRAN (R 4.3.1)
#>  vctrs         0.6.5      2023-12-01 [1] CRAN (R 4.3.1)
#>  visdat        0.6.0      2023-02-02 [2] CRAN (R 4.3.0)
#>  withr         3.0.0      2024-01-16 [1] CRAN (R 4.3.1)
#>  xfun          0.42       2024-02-08 [2] CRAN (R 4.3.1)
#>  yaml          2.3.8      2023-12-11 [2] CRAN (R 4.3.1)
#> 
#>  [1] /Users/nick/Library/R/arm64/4.3/library
#>  [2] /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library
#> 
#> ──────────────────────────────────────────────────────────────────────────────
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