R Observatory: Metrics for SentimentAnalysis version 1.3-5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SentimentAnalysis

1.3-5

Dictionary-Based Sentiment Analysis

1packages depend

19Kdownloads / year

74.1%test coverage

0/13checks pass

Overview

About

Maintained by Nicolas ProellochsFirst published 2017-06-027 releasesCRAN page ↗GitHub ↗

Performs a sentiment analysis of textual contents in R. This implementation utilizes various existing dictionaries, such as Harvard IV, or finance-specific dictionaries. Furthermore, it can also create customized dictionaries. The latter uses LASSO regularization as a statistical approach to select relevant terms based on an exogenous response variable.

Install

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

install.packages("SentimentAnalysis", 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("sfeuerriegel/SentimentAnalysis")

Development version from sfeuerriegel/SentimentAnalysis. 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-sentimentanalysis

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-SentimentAnalysis

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-SentimentAnalysis

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

Health

CRAN checks

13NOTE

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64
NOTE r-oldrel-macos-arm64
NOTE r-oldrel-macos-x86_64
NOTE r-oldrel-windows-x86_64
NOTE r-patched-linux-x86_64
NOTE r-release-linux-x86_64
NOTE r-release-macos-arm64
NOTE r-release-macos-x86_64
NOTE r-release-windows-x86_64

Slowest check: 2.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.38

74.1%

Coverage · measured lines

100%

Documentation · exports

8

Dependencies · direct

Check history

NOTE2026-03-10
0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 434 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 93%
Documented parameters: 92%
Return-value docs: 84%
References docs: 12%

Downloads

19K

CRAN downloads in the past year

Rank #3,950 · ~52/day · ~1.6K/mo

Releases R versions

Daily download trend is not available in this view yet.

30130 days

2.2K90 days

19K1 year

Compare downloads with other packages →

Also on98 r2u15 autocran863 conda_forge

Repository

GitHub ↗ sfeuerriegel/sentimentanalysis

152Stars

43Forks

3Open issues

2Open PRs

0Releases

67Commits

4Contributors

67 commits · Last activity 2023-08-23 · 0% stars, 30d

Stars over time

2025-03-18 · 1502026-07-14 · 152

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/sfeuerriegel/sentimentanalysis on 2026-08-09.

Continuous integration (1)

Travis CI

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (8)

tm qdapDictionaries ngramrr moments stringdist glmnet spikeslab ggplot2

LinkingTo (0)

none

Suggests (6)

testthat knitr rmarkdown SnowballC XMLmgcv

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

disclosuR

Code & Tests

People & History

People (2)

Maintainer (1)

Nicolas Proellochs

Author, Maintainer

Authors (2)

Nicolas Proellochs

Author, Maintainer

Stefan Feuerriegel

Author

Package Timeline

7 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
R
R 4.4.0 released · 2024-04-24
1.3-5Latest
2023-08-23 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.3-4
2021-02-18 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.3-3
2019-03-26 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.3-2
2018-04-09 · diff ↗
1.3-1
2018-04-07 · diff ↗
1.3-0
2017-11-12 · diff ↗
1.2-0
2017-06-02

Show 1 earlier events

R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-06-02
Total releases: 7 / 9 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 2.10
Bundled data: 26 KB / 3 files
Download size: 123 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SentimentAnalysis")

Format

Proellochs, N., & Feuerriegel, S. (2023). SentimentAnalysis: Dictionary-Based Sentiment Analysis (Version 1.3-5) [Computer software]. https://doi.org/10.32614/CRAN.package.SentimentAnalysis

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 SentimentAnalysis version 1.3-5 [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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