Package: naniar Type: Package Title: Data Structures, Summaries, and Visualisations for Missing Data Version: 1.1.0.9000 Authors@R: c( person("Nicholas", "Tierney", role = c("aut", "cre"), email = "nicholas.tierney@gmail.com", comment = c(ORCID = "https://orcid.org/0000-0003-1460-8722")), person("Di", "Cook", role = "aut", email = "dicook@monash.edu", comment = c(ORCID = "https://orcid.org/0000-0002-3813-7155")), person("Miles", "McBain", role = "aut", email = "miles.mcbain@gmail.com", comment = c(ORCID = "https://orcid.org/0000-0003-2865-2548")), person("Colin", "Fay", role = "aut", email = "contact@colinfay.me", comment = c(ORCID = "https://orcid.org/0000-0001-7343-1846")), person("Mitchell", "O'Hara-Wild", role = "ctb"), person("Jim", "Hester", role = "ctb", email = "james.f.hester@gmail.com"), person("Luke", "Smith", role = "ctb"), person("Andrew", "Heiss", role = "ctb", email = "andrew@andrewheiss.com", comment = c(ORCID = "https://orcid.org/0000-0002-3948-3914")) ) Description: Missing values are ubiquitous in data and need to be explored and handled in the initial stages of analysis. 'naniar' provides data structures and functions that facilitate the plotting of missing values and examination of imputations. This allows missing data dependencies to be explored with minimal deviation from the common work patterns of 'ggplot2' and tidy data. The work is fully discussed at Tierney & Cook (2023) . License: MIT + file LICENSE LazyData: TRUE ByteCompile: TRUE Suggests: knitr, rmarkdown, testthat (>= 3.0.0), rpart, rpart.plot, gridExtra, wakefield, vdiffr, here, simputation, imputeTS, Hmisc, spelling VignetteBuilder: knitr Depends: R (>= 4.2.0) Imports: dplyr, ggplot2, purrr, tidyr, tibble (>= 2.0.0), norm, magrittr, stats, visdat, rlang (>= 1.1.0), forcats, viridis, glue, UpSetR, cli, vctrs, lifecycle Collate: 'add-cols.R' 'add-n-prop-miss.R' 'any-na-complete.R' 'cast-shadows.R' 'data-common-na-numbers.R' 'data-common-na-strings.R' 'data-oceanbuoys.R' 'data-pedestrian.R' 'data-riskfactors.R' 'legend-draw.R' 'geom-miss-point.R' 'geom2plotly.R' 'gg-miss-case-cumsum.R' 'gg-miss-case.R' 'gg-miss-fct.R' 'gg-miss-span.R' 'gg-miss-upset.R' 'gg-miss-var-cumsum.R' 'gg-miss-var.R' 'gg-miss-which.R' 'impute-factor.R' 'impute-fixed.R' 'impute-median.R' 'impute-mode.R' 'impute-zero.R' 'impute_below.R' 'impute_mean.R' 'label-miss.R' 'mcar-test.R' 'miss-complete-x-pct-prop.R' 'miss-prop-pct-summary.R' 'miss-scan-count.R' 'miss-x-cumsum.R' 'miss-x-run.R' 'miss-x-span.R' 'miss-x-summary.R' 'miss-x-table.R' 'n-prop-miss-complete-rows.R' 'n-prop-miss-complete.R' 'n-var-miss.R' 'nabular.R' 'naniar-ggproto.R' 'naniar-package.R' 'prop-pct-var-case-miss-complete.R' 'replace-to-na.R' 'replace-with-na.R' 'replace_na_with.R' 'scoped-replace-with-na.R' 'set-n-prop-miss.R' 'shade.R' 'shadow-recode.R' 'shadow-shifters.R' 'shadows.R' 'stat-miss-point.R' 'utils.R' 'where-na.R' URL: https://github.com/njtierney/naniar, https://naniar.njtierney.com/ BugReports: https://github.com/njtierney/naniar/issues Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.2 Language: en-US Config/testthat/edition: 3 Config/pak/sysreqs: libicu-dev libx11-dev Repository: https://njtierney.r-universe.dev Date/Publication: 2025-04-30 02:03:31 UTC RemoteUrl: https://github.com/njtierney/naniar RemoteRef: HEAD RemoteSha: 89f2a5df3743df02b6e601d403fa001fc8a79c79 NeedsCompilation: no Packaged: 2026-07-03 18:55:55 UTC; root Author: Nicholas Tierney [aut, cre] (ORCID: ), Di Cook [aut] (ORCID: ), Miles McBain [aut] (ORCID: ), Colin Fay [aut] (ORCID: ), Mitchell O'Hara-Wild [ctb], Jim Hester [ctb], Luke Smith [ctb], Andrew Heiss [ctb] (ORCID: ) Maintainer: Nicholas Tierney