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naniar

Data Structures, Summaries, and Visualisations for Missing Data

v1.1.0 · Mar 5, 2024 · MIT + file LICENSE
CRAN GitHub Mirror

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) <doi:10.18637/jss.v105.i07>.

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Show all 13 flavors
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (12 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'

Check History

NOTE 2 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
ERROR 1 OK · 11 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
ERROR r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE 4 OK · 10 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘impute_below.Rd’ ‘impute_factor.Rd’ ‘impute_fixed.Rd’
    ‘impute_mean.Rd’ ‘impute_median.Rd’ ‘impute_mode.Rd’ ‘impute_zero.Rd’
    ‘replace_na_with.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'impute_below.Rd' 'impute_factor.Rd' 'impute_fixed.Rd'
    'impute_mean.Rd' 'impute_median.Rd' 'impute_mode.Rd' 'impute_zero.Rd'
    'replace_na_with.Rd'

Code & tests

Open call graph →

Code intelligence has not been computed for this package yet.

Code

Structure

Lines of code

16,302

Files

373

Compiled share

0%

Has compiled src

No

Language breakdown

R 6,024 (37%)Tests 4,690 (28.8%)Docs 4,235 (26%)Vignettes 1,353 (8.3%)

API

Exported functions

122

Internal functions

72

Recent export changes

v1.1.0+5 impute_factor, impute_fixed, impute_mode +2 more
v1.0.0+2 set_n_miss, set_prop_miss  −1 to_basic.GeomMissPoint

Testing & CI

Has tests

Yes

Test-to-code ratio

1.40

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

88%

\dontrun example ratio

5.4%

Roxygen coverage

99.2%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

–

Unsafe pattern score

0

Dep constraint coverage

11.8%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.1.2

System requirements

–

C++ standard

–

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

14

First release

2017-08-09

Latest release

2024-03-05

Avg cadence

94 days

Cold removal rate

100%

Dep drift

9

LOC over versions

v0.1.0: 6,332 LOCv0.2.0: 8,187 LOCv0.3.0: 10,091 LOCv0.3.1: 10,089 LOCv0.4.0.0: 12,988 LOCv0.4.1: 12,931 LOCv0.4.2: 12,991 LOCv0.5.0: 13,233 LOCv0.5.1: 13,247 LOCv0.5.2: 13,272 LOCv0.6.0: 12,909 LOCv0.6.1: 13,187 LOCv1.0.0: 13,077 LOCv1.1.0: 16,302 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (13)

imports

FAfA dbGaPCheckup smdi surveyPrev vegetablesSriLanka

suggests

ModStatR NBDCtools causalCmprsk cleanepi fairmetrics fastml misc wdiexplorer

Dependency Network

Dependencies Reverse dependencies dplyr ggplot2 purrr tidyr tibble norm magrittr visdat rlang forcats viridis glue UpSetR cli vctrs +1 more dependencies FAfA dbGaPCheckup smdi surveyPrev vegetablesSriLanka ModStatR NBDCtools causalCmprsk cleanepi fairmetrics fastml misc wdiexplorer naniar

Version History

15 tracked
new 1.1.0 Mar 10, 2026
updated 1.1.0 ← 1.0.0 diff Mar 4, 2024
updated 1.0.0 ← 0.6.1 diff Feb 1, 2023
updated 0.6.1 ← 0.6.0 diff May 13, 2021
updated 0.6.0 ← 0.5.2 diff Sep 1, 2020
updated 0.5.2 ← 0.5.1 diff Jun 28, 2020
updated 0.5.1 ← 0.5.0 diff Apr 30, 2020
updated 0.5.0 ← 0.4.2 diff Feb 27, 2020
updated 0.4.2 ← 0.4.1 diff Feb 14, 2019
updated 0.4.1 ← 0.4.0.0 diff Nov 19, 2018
updated 0.4.0.0 ← 0.3.1 diff Sep 9, 2018
updated 0.3.1 ← 0.3.0 diff Jun 7, 2018
updated 0.3.0 ← 0.2.0 diff Jun 6, 2018
updated 0.2.0 ← 0.1.0 diff Feb 8, 2018
new 0.1.0 Aug 8, 2017