R Observatory: Metrics for NMdata version 0.2.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

NMdata

0.2.5

Preparation, Checking and Post-Processing Data for PK/PD Modeling

4packages depend

8.4Kdownloads / year

89.8%test coverage

13/13checks pass

Overview

About

Maintained by Philip DelffFirst published 2021-07-0926 releasesCRAN page ↗GitHub ↗

Efficient tools for preparation, checking and post-processing of data in PK/PD (pharmacokinetics/pharmacodynamics) modeling, with focus on use of Nonmem, including consistency, traceability, and Nonmem compatibility of Data. Rigorously checks final Nonmem datasets. Implemented in 'data.table', but easily integrated with 'base' and 'tidyverse'.

Install

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

install.packages("NMdata", 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("nmautoverse/NMdata")

Development version from nmautoverse/NMdata. 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-nmdata

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-NMdata

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-NMdata

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 4.0 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 8.21

89.8%

Coverage · measured lines

100%

Documentation · exports

2

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 986 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 84%
Documented parameters: 100%
Return-value docs: 98%
References docs: 0%

Downloads

8.4K

CRAN downloads in the past year

Rank #4,109 · ~23/day · ~701/mo

Releases R versions

Daily download trend is not available in this view yet.

42030 days

2.1K90 days

8.4K1 year

Compare downloads with other packages →

Also on170 r2u17 autocran

Repository

GitHub ↗ nmautoverse/nmdata

18Stars

7Forks

1Open issues

0Open PRs

31Releases

1,340Commits

8Contributors

nonmemrpharmacometrics

1,340 commits · Last activity 2026-07-31 · 0% stars, 30d

Stars over time

2024-10-09 · 162026-07-07 · 18

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/nmautoverse/nmdata on 2026-08-09.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Coverage (1)

Codecov

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1.0

Imports (2)

data.table fst

LinkingTo (0)

none

Suggests (12)

testthat knitr NMsim NMcalc formatR mime rmarkdown ggplot2 tibble covr htmltools spelling

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

0indirect

NMsim amp.sim tracee nonmem2rx

Code & Tests

People & History

People (3)

Maintainer (1)

Philip Delff

Author, Maintainer

Authors (1)

Philip Delff

Author, Maintainer

Contributors (2)

Eric Anderson

Contributor · added in 0.1.6

Brian Reilly

Contributor · added in 0.1.9

Listed in earlier versions (1)

Matthew Fidler

no longer listed · 0.1.7 to 0.2.0

Package Timeline

26 releases. Pick two to compare their code metrics. R releases are shown for context.

0.2.5Latest
2026-06-17 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2.4
2026-03-19 · diff ↗
0.2.3
2026-01-11 · diff ↗
0.2.2
2025-11-04 · diff ↗
0.2.1
2025-07-07 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.0
2025-03-21 · diff ↗
0.1.9
2025-01-24 · diff ↗
0.1.8
2024-10-31 · diff ↗
0.1.7
2024-08-26 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.6
2024-04-23 · diff ↗
0.1.5
2024-02-21 · diff ↗
0.1.4
2024-01-09 · diff ↗
0.1.3
2023-11-11 · diff ↗

Show 16 earlier events

0.1.2
2023-10-19 · diff ↗
0.1.1
2023-09-07 · diff ↗
0.1.0
2023-07-07 · diff ↗
0.0.17
2023-05-02 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.0.16
2023-03-26 · diff ↗
0.0.15
2022-12-01 · diff ↗
0.0.14
2022-11-16 · diff ↗
0.0.13
2022-09-08 · diff ↗
0.0.12
2022-06-06 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.0.11
2022-02-05 · diff ↗
0.0.10
2022-01-06 · diff ↗
0.0.9
2021-08-09 · diff ↗
0.0.8
2021-07-09
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-07-09
Total releases: 26 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.1.0
Download size: 5.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Analysis of Pharmacokinetic Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("NMdata")

Format

Delff, P., Anderson, E., & Reilly, B. (2026). NMdata: Preparation, Checking and Post-Processing Data for PK/PD Modeling (Version 0.2.5) [Computer software]. https://doi.org/10.32614/CRAN.package.NMdata

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 NMdata version 0.2.5 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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