R Observatory: Metrics for daqapo version 0.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

daqapo

0.3.2Package record

Data Quality Assessment for Process-Oriented Data

0packages depend

3.7Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Niels MartinCRAN page ↗GitHub ↗Issues ↗

Provides a variety of methods to identify data quality issues in process-oriented data, which are useful to verify data quality in a process mining context. Builds on the class for activity logs implemented in the package 'bupaR'. Methods to identify data quality issues either consider each activity log entry independently (e.g. missing values, activity duration outliers,...), or focus on the relation amongst several activity log entries (e.g. batch registrations, violations of the expected activity order,...).

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("bupaverse/daqapo")

Development version from bupaverse/daqapo. Installs pak first if it is not already available.

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-daqapo

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-daqapo

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

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

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-daqapo

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.2

READMEYes · 41 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileNo

Help pages: 28 (1 internal)includes a package overview page
Examples that run: 0%17 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 71%
Documented parameters: 100%
Return-value docs: 96%
Help pages citing references: 0%

Vignettes (1)

Introduction to DaQAPO HTML

How these are measured

Downloads

3.7K

CRAN downloads in the past year

Rank #10,282 · ~10/day · ~312/mo

Releases R versions

Daily download trend is not available in this view yet.

33830 days

1K90 days

3.7K1 year

Compare downloads with other packages →

Also on94 r2u8 autocran30 c2d4u

How downloads are counted

Repository

bupaverse/daqapo ↗Organization: bupaverse

6Stars

3Forks

3Open issues

0Open PRs

0Releases

89Commits

3Commit identities

89 commits · Last activity 2022-06-07 · The default branch showed an older version (0.3.1) than CRAN on 2026-10-25

Responsiveness

How these are sampled

PRs merged (all time): 92%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2023-06-09 · 62026-07-07 · 6

How these are measured

PracticesBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/bupaverse/daqapo on 2026-10-25.

Governance and community (1)

The repository owner accepts GitHub Sponsors

Docs source (2)

pkgdown

GitHub Pages site last deployed 2022-06-07

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Installing daqapo adds 77 packages (42 with compiled code, 64 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.5.0

Imports (16)

dplyr lubridate stringdist stringr tidyr xesreadR rlang bupaR readr edeaR magrittr purrr glue miniUI shiny tibble

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Niels Martin

Author, Maintainer since 0.3.0 (2020)

Gert Janssenswillen

Contributor

Greg Van Houdt

Contributor

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.3.2Latest
record
2022-07-14 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.3.1
record
2020-10-02 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.3.0
record
2020-04-08
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-04-08
Total releases: 3 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 3.7 KB / 3 files
Download size: 78 KB

Appears in task views

Missing Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("daqapo")

Format

Martin, N., Janssenswillen, G., & Van Houdt, G. (2022). daqapo: Data Quality Assessment for Process-Oriented Data (Version 0.3.2) [Computer software]. https://doi.org/10.32614/CRAN.package.daqapo

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 daqapo version 0.3.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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