DImodelsVis

1.0.5

Visualising and Interpreting Statistical Models Fit to Compositional Data

1packages depend

3.7Kdownloads / year

99.1%test coverage

13/13checks pass

Overview

About

Maintained by Rishabh VishwakarmaFirst published 2024-02-196 releasesCRAN page ↗

Statistical models fit to compositional data are often difficult to interpret due to the sum to 1 constraint on data variables. 'DImodelsVis' provides novel visualisations tools to aid with the interpretation of models fit to compositional data. All visualisations in the package are created using the 'ggplot2' plotting framework and can be extended like every other 'ggplot' object.

Install

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

install.packages("DImodelsVis", 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-dimodelsvis

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-DImodelsVis

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-DImodelsVis

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

Health

CRAN checks

13OK

Slowest check: 15.1 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 3.51

99.1%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 2,136 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 3%

Downloads

3.7K

CRAN downloads in the past year

Rank #12,054 · ~10/day · ~311/mo

Releases R versions

Daily download trend is not available in this view yet.

33730 days

88590 days

3.7K1 year

Compare downloads with other packages →

Also on143 r2u39 autocran

Repository

GitHub ↗ rishvish/dimodelsvis

0Stars

0Forks

0Open issues

0Open PRs

5Releases

28Commits

1Contributors

License GPL-3.0 · 28 commits · Last activity 2026-06-29

Releases over time

2024-03-01 · 12026-07-07 · 5

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/rishvish/dimodelsvis on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

25 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (20)

cli colorspace DImodels dplyr forcats ggfortify ggplot2 ggtext gluegrDevicesinsightmethodsmetR PieGlyph plotwidgets rlang scalesstatstidyrutils

LinkingTo (0)

none

Suggests (10)

DImodelsMulti knitr rmarkdown spelling plotly randomForest cowplotnnettestthat vdiffr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

DImodelsMulti

Code & Tests

Code Composition

R 12,129 (66%)Rd 5,026 (27%)Vignettes 1,238 (7%)

Code characteristics

Cyclomatic complexity: 6.0 median / 47 max
Test cases: 34 / 3.51 per code line

Test coverage

Line coverage

99%

Expression

98.6%

Tests / Examples

99.1% / 65% ex

Functions

77 39 exported

Complexity

8.8 avg / 47 max

Call network

77 nodes / 154 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

77 functions

Function	Cyclo	Coverage
simplex_path exp	10	87%
check_conditional_parameter	11	93%
prediction_contributions exp	16	94%
add_exp_str	25	95%
gradient_change_plot_internal	17	96%
conditional_ternary exp	8	97%

People & History

People (4)

Maintainer (1)

Rishabh Vishwakarma

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Package Timeline

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

1.0.5Latest
2026-06-29 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.4
2025-10-08 · diff ↗
1.0.3
2025-08-24 · diff ↗
1.0.2
2025-08-22 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.1
2024-02-26 · diff ↗
1.0.0
2024-02-19
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-02-19
Total releases: 6 / 2 yrs
License: GPL (>= 3) OSI
Download size: 2.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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