tna

1.2.3

Transition Network Analysis (TNA)

6packages depend

4.8Kdownloads / year

93.5%test coverage

13/13checks pass

Overview

About

Maintained by Sonsoles López-PernasFirst published 2024-12-118 releasesCRAN page ↗GitHub ↗

Provides tools for performing Transition Network Analysis (TNA) to study relational dynamics, including functions for building and plotting TNA models, calculating centrality measures, and identifying dominant events and patterns. TNA statistical techniques (e.g., bootstrapping and permutation tests) ensure the reliability of observed insights and confirm that identified dynamics are meaningful. See (Saqr et al., 2025) doi:10.1145/3706468.3706513 for more details on TNA.

Install

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

install.packages("tna", 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("sonsoleslp/tna")

Development version from sonsoleslp/tna. 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-tna

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-tna

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-tna

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

Health

CRAN checks

13OK

Slowest check: 13.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.33

93.5%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-03
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-04-17
13 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 9,066 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 94%
Documented parameters: 100%
Return-value docs: 97%
References docs: 2%

Downloads

4.8K

CRAN downloads in the past year

Rank #5,047 · ~13/day · ~399/mo

Releases R versions

Daily download trend is not available in this view yet.

41730 days

1.7K90 days

4.8K1 year

Compare downloads with other packages →

Also on169 r2u1 autocran

Repository

GitHub ↗ sonsoleslp/tna

12Stars

1Forks

1Open issues

0Open PRs

5Releases

408Commits

4Contributors

cran-reducational-data-mininglearning-analyticsmarkov-modelrtemporal-analysis

408 commits · Last activity 2026-04-26 · 0% stars, 30d

Stars over time

2025-07-29 · 72026-07-07 · 12

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/sonsoleslp/tna on 2026-07-30.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (15)

checkmate cliclustercograph colorspace dplyr ggplot2graphicsigraph RColorBrewer rlangstatstibble tidyr tidyselect

LinkingTo (0)

none

Suggests (7)

gt knitr pracma rmarkdown seqHMM stringdist testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

6direct

0indirect

Nestimate cograph htna lagdynamics psychnets transitiontrees

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Sonsoles López-Pernas

Author, Maintainer, Copyright holder

Authors (3)

Sonsoles López-Pernas

Author, Maintainer, Copyright holder

Mohammed Saqr

Author

Santtu Tikka

Author

Sonsoles López-Pernas

Author, Maintainer, Copyright holder

Listed in earlier versions (1)

Sonsoles L\u00f3pez-Pernas

no longer listed · 0.3.0 to 1.2.3

Package Timeline

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

1.2.3Latest
2026-04-27 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.2.2
2026-04-15 · diff ↗
1.2.0
2026-02-12 · diff ↗
1.1.0
2025-10-18 · diff ↗
1.0.0
2025-07-15 · diff ↗
0.5.0
2025-05-26 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.4.0
2025-03-01 · diff ↗
0.3.0
2024-12-11
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-12-11
Total releases: 8 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 146 KB / 4 files
Download size: 1.9 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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