R Observatory: Metrics for sentometrics version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

sentometrics

1.0.1

An Integrated Framework for Textual Sentiment Time Series Aggregation and Prediction

1packages depend

5.7Kdownloads / year

87.4%test coverage

13/13checks pass

Overview

About

Maintained by Samuel BormsFirst published 2017-11-1318 releasesCRAN page ↗GitHub ↗

Optimized prediction based on textual sentiment, accounting for the intrinsic challenge that sentiment can be computed and pooled across texts and time in various ways. See Ardia et al. (2021) doi:10.18637/jss.v099.i02.

Install

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

install.packages("sentometrics", 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("SentometricsResearch/sentometrics")

Development version from SentometricsResearch/sentometrics. 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-sentometrics

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-sentometrics

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-sentometrics

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

Health

CRAN checks

13OK

Slowest check: 8.5 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.16

87.4%

Coverage · measured lines

100%

Documentation · exports

14

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 4 earlier snapshots

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-22
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 273 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 93%
Documented parameters: 99%
Return-value docs: 100%
References docs: 14%

Downloads

5.7K

CRAN downloads in the past year

Rank #7,408 · ~16/day · ~474/mo

Releases R versions

Daily download trend is not available in this view yet.

31930 days

1.2K90 days

5.7K1 year

Compare downloads with other packages →

Also on433 r2u15 autocran35 c2d4u

Repository

GitHub ↗ sentometricsresearch/sentometrics

84Stars

20Forks

2Open issues

3Open PRs

18Releases

466Commits

11Contributors

sentiment-analysisnlptext-miningtime-seriesprediction

466 commits · Last activity 2025-04-03 · 0% stars, 30d

Stars over time

2025-04-16 · 832026-07-07 · 84

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/sentometricsresearch/sentometrics on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.3.0

Imports (14)

caretcompilerdata.table foreach ggplot2 glmnet ISOweek quanteda Rcpp RcppRoll RcppParallelstatsstringiutils

LinkingTo (3)

Rcpp RcppArmadillo RcppParallel

Suggests (11)

covr doParallel e1071 lexicon MCS NLPparallelrandomForest stopwords testthat tm

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

sentopics

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Samuel Borms

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Contributors (2)

Andres Algaba

Contributor · added in 0.7.0

Jeroen Van Pelt

Contributor · added in 0.7.0

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.1Latest
2025-04-03 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.0.0
2021-08-18 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.8.4
2021-04-20 · diff ↗
0.8.3
2021-02-17 · diff ↗
unarchivedReturned to CRAN
2021-02-17
archivedRemoved from CRAN
2021-02-05
issues were not corrected despite reminders 'xtfrm()' on data frames
0.8.2
2020-06-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.8.1
2020-03-11 · diff ↗
0.8.0
2020-01-13 · diff ↗

Show 14 earlier events

0.7.6
2019-11-01 · diff ↗
0.7.5
2019-10-30 · diff ↗
0.7.0
2019-09-12 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.5.6
2018-12-18 · diff ↗
0.5.5
2018-11-15 · diff ↗
0.5.1
2018-09-20 · diff ↗
0.5
2018-09-18 · diff ↗
0.4
2018-05-29 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.3.5
2018-03-26 · diff ↗
0.3
2018-03-18 · diff ↗
0.2
2017-11-13
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-11-13
Total releases: 18 / 9 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.3.0
Bundled data: 1.7 MB / 4 files
Download size: 2.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Natural Language Processing

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("sentometrics")

Format

Borms, S., Algaba, A., Ardia, D., Bluteau, K., Boudt, K., & Van Pelt, J. (2025). sentometrics: An Integrated Framework for Textual Sentiment Time Series Aggregation and Prediction (Version 1.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.sentometrics

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 sentometrics version 1.0.1 [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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