R Observatory: Metrics for vvauditor version 0.8.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

vvauditor

0.8.0Package record

Creates Assertion Tests

0packages depend

2.6Kdownloads / year

16.8%test coverage

13/13flavors OK

Overview

About

Maintained by Hajo BonsCRAN page ↗

Offers a comprehensive set of assertion tests to help users validate the integrity of their data. These tests can be used to check for specific conditions or properties within a dataset and help ensure that data is accurate and reliable. The package is designed to make it easy to add quality control checks to data analysis workflows and to aid in identifying and correcting any errors or inconsistencies in data.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)

install.packages("vvauditor", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-vvauditor

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-vvauditor

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.8.0

READMEYes · 261 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 56
Examples that run: 100%30 run in a plain check
Exported functions with examples: 55%
Documented parameters: 100%
Return-value docs: 95%
Help pages citing references: 0%

Vignettes (1)

dataset-summary

How these are measured

Downloads

2.6K

CRAN downloads in the past year

Rank #18,488 · ~7/day · ~219/mo

Releases R versions

Daily download trend is not available in this view yet.

27430 days

70990 days

2.6K1 year

Compare downloads with other packages →

Also on86 r2u

How downloads are counted

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Installing vvauditor adds 44 packages (28 with compiled code, 26 MB of source tarballs). Heaviest: stringi 11 MB, Rcpp 1.8 MB, vctrs 1.0 MB.

Depends (0)

none

Imports (14)

checkmate cli dplyr findR janitor kit lubridate magrittr purrr readrstatsstringr tibble tidyr

LinkingTo (0)

none

Suggests (4)

devtools knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Hajo Bons

Tomer Iwan

Copyright holder

Previously maintained by Tomer Iwan (0.5.8 to 0.7.0).

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.8.0Latest
record
2026-01-19 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.7.0
record
2025-02-10 · diff ↗ ·
added 12 exports
assert_field_consistency, assert_field_distinctness, assert_field_existence, assert_missing_values, assert_range_validation, assert_type_consistency, create_categorical_details, create_data_types, create_field_info, create_numeric_details, create_subset_fields, run_all_assertions
R
R 4.4.0 released · 2024-04-24
0.6.0
record
2024-02-26 · diff ↗ ·
added 31 exports
assert_date_named, assert_logical_named, assert_no_duplicates_in_group, assertion_message, calculate_category_percentages, check_duplicates, check_na_columns, check_no_duplicate_rows, check_no_duplicates_in_group, check_non_zero_rows, check_numeric_or_integer_type, check_posixct_type, check_zero_columns, create_dataset_summary_table, find_common_columns, find_maximum_value, find_minimum_value, get_distribution_statistics, get_first_element_class, identify_join_pairs, identify_outliers, is_unique_column, regex_content_parameter, regex_time, regex_year_date, remove_duplicates_and_na, retrieve_function_calls, retrieve_package_usage, retrieve_sourced_scripts, retrieve_string_assignments and 1 more
R
R 4.3.0 released · 2023-04-21
0.5.8
record
2023-02-01
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-02-01
Total releases: 4 / 3 yrs
License: MIT + file LICENSE OSI
Download size: 325 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("vvauditor")

Format

Bons, H., & Iwan, T. (2026). vvauditor: Creates Assertion Tests (Version 0.8.0) [Computer software]. https://doi.org/10.32614/CRAN.package.vvauditor

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for vvauditor version 0.8.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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