R Observatory: Metrics for sentopics version 0.7.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

sentopics

0.7.7

Tools for Joint Sentiment and Topic Analysis of Textual Data

0packages depend

3.6Kdownloads / year

87.4%test coverage

13/13checks pass

Overview

About

Maintained by Olivier DelmarcelleFirst published 2022-03-1010 releasesCRAN page ↗GitHub ↗

A framework that joins topic modeling and sentiment analysis of textual data. The package implements a fast Gibbs sampling estimation of Latent Dirichlet Allocation (Griffiths and Steyvers (2004) doi:10.1073/pnas.0307752101) and Joint Sentiment/Topic Model (Lin, He, Everson and Ruger (2012) doi:10.1109/TKDE.2011.48). It offers a variety of helpers and visualizations to analyze the result of topic modeling. The framework also allows enriching topic models with dates and externally computed sentiment measures. A flexible aggregation scheme enables the creation of time series of sentiment or topical proportions from the enriched topic models. Moreover, a novel method jointly aggregates topic proportions and sentiment measures to derive time series of topical sentiment.

Install

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

install.packages("sentopics", 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("odelmarcelle/sentopics")

Development version from odelmarcelle/sentopics. 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-sentopics

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-sentopics

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-sentopics

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

Health

CRAN checks

13OK

Slowest check: 12.7 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.23

87.4%

Coverage · measured lines

100%

Documentation · exports

6

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-07-31
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 5 earlier snapshots

NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 215 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 66%
Documented parameters: 95%
Return-value docs: 96%
References docs: 27%

Downloads

3.6K

CRAN downloads in the past year

Rank #11,017 · ~10/day · ~302/mo

Releases R versions

Daily download trend is not available in this view yet.

32430 days

89190 days

3.6K1 year

Compare downloads with other packages →

Also on421 r2u18 autocran

Repository

GitHub ↗ odelmarcelle/sentopics

8Stars

3Forks

2Open issues

0Open PRs

0Releases

191Commits

3Contributors

License GPL-3.0 · 191 commits · Last activity 2026-08-12

Stars over time

2024-11-29 · 82026-07-07 · 8

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/odelmarcelle/sentopics on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

34 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (6)

Rcppmethodsgenerics quanteda data.table RcppHungarian

LinkingTo (3)

Rcpp RcppArmadillo RcppProgress

Suggests (26)

ggplot2 ggridges plotly RColorBrewer xts zoo future future.apply progressr progress testthat covr stm lda topicmodels seededlda keyATM LDAvis servr textcat stringr sentometrics spacyr knitr rmarkdown webshot

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (7)

Maintainer (1)

Olivier Delmarcelle

Author, Maintainer

Authors (1)

Olivier Delmarcelle

Author, Maintainer

Contributors (1)

Samuel Borms

Contributor

Copyright holders (5)

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Copyright holder

Package Timeline

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

0.7.7Latest
2026-07-29 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.7.6
2025-10-15 · diff ↗
unarchivedReturned to CRAN
2025-10-15
archivedRemoved from CRAN
2025-10-15
check issues were not corrected in time
0.7.5
2025-09-29 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.7.4
2024-09-20 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.7.3
2024-04-18 · diff ↗
unarchivedReturned to CRAN
2024-04-18
archivedRemoved from CRAN
2024-04-09
issues were not corrected in time
0.7.2
2023-05-28 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.7.1
2022-05-18 · diff ↗
0.7.0
2022-05-09 · diff ↗

Show 4 earlier events

R
R 4.2.0 released · 2022-04-22
0.6.2
2022-03-15 · diff ↗
0.6.1
2022-03-10
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-03-10
Total releases: 10 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Bundled data: 880 KB / 5 files
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("sentopics")

Format

Delmarcelle, O., Bernardo, J., Borms, S., He, Y., Lin, C., Robinson, D., & Silge, J. (2026). sentopics: Tools for Joint Sentiment and Topic Analysis of Textual Data (Version 0.7.7) [Computer software]. https://doi.org/10.32614/CRAN.package.sentopics

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 sentopics version 0.7.7 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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