R Observatory: Metrics for transforEmotion version 0.1.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

transforEmotion

0.1.7Package record

Sentiment Analysis for Text, Image and Video using Transformer Models

0packages depend

15.7Kdownloads / year

17.0%test coverage

13/13flavors OK

Overview

About

Maintained by Aleksandar TomaševićCRAN page ↗

Implements sentiment analysis using huggingface https://huggingface.co transformer zero-shot classification model pipelines for text and image data. The default text pipeline is Cross-Encoder's DistilRoBERTa https://huggingface.co/cross-encoder/nli-distilroberta-base and default image/video pipeline is Open AI's CLIP https://huggingface.co/openai/clip-vit-base-patch32. All other zero-shot classification model pipelines can be implemented using their model name from https://huggingface.co/models?pipeline_tag=zero-shot-classification.

Install

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

install.packages("transforEmotion", 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-transforemotion

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-transforEmotion

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-transforEmotion

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-07
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.7

READMEYes · 1,614 wordsVignettesYes · 2 · dynamicNEWSYes · 67% structuredCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 57 (1 internal)includes a package overview page
Examples that run: 52%16 run in a plain check (1 of them under a condition) · 15 never run
Exported functions with examples: 68%
Documented parameters: 99%
Return-value docs: 90%
Help pages citing references: 16%

Vignettes (2)

How these are measured

Downloads

15.7K

CRAN downloads in the past year

Rank #8,280 · ~43/day · ~1.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

42530 days

1.1K90 days

15.7K1 year

Compare downloads with other packages →

Also on136 r2u4 autocran

How downloads are counted

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Installing transforEmotion adds 83 packages (44 with compiled code, 65 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, bslib 5.6 MB.

Depends (1)

R >= 3.5.0

Imports (13)

dplyr googledrive LSAfunMatrixmethodspbapply remotes reticulate textdata jsonlite ggplot2 reshape2 httr

LinkingTo (0)

none

Suggests (5)

knitr markdown rmarkdown rstudioapi testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Aleksandar Tomašević

Author, Maintainer since 0.1.4 (2024) · added in 0.1.4

Alexander Christensen

Author

Hudson Golino

Author

Previously maintained by Alexander Christensen (0.0.1 to 0.1.1).

Releases (7)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.1.7Latest
record
2026-01-08 · current release · diff ↗ ·
added 26 exports
.init_builtin_models, add_vision_model, as_rag_table, check_findingemo_quality, download_findingemo_data, evaluate_emotions, get_vision_model_config, image_scores_dir, is_vision_model_registered, list_vision_models, load_findingemo_annotations, map_discrete_to_vad, map_to_emo8, parse_rag_json, prepare_findingemo_evaluation, rag_sentemo, register_retriever, register_vision_model, remove_vision_model, setup_modules, setup_popular_models, show_vision_models, te_cleanup_default_venv, vad_scores, validate_rag_json, validate_rag_predictions
0.1.6
record
2025-05-15 · diff ↗ ·
removed 1 export
setup_modules
R
R 4.5.0 released · 2025-04-11
0.1.5
record
2024-08-20 · diff ↗ ·
added 5 exports
delete_transformer, rag, sentence_similarity, setup_gpu_modules, setup_modules
R
R 4.4.0 released · 2024-04-24
0.1.4
record
2024-01-09 · diff ↗ ·
removed 1 export
setup_modules

added 5 exports
dlo_dynamics, image_scores, plot_sim_emotions, simulate_video, video_scores
R
R 4.3.0 released · 2023-04-21
0.1.1
record
2022-05-11 · diff ↗ ·
removed 1 export
python_setup

added 2 exports
setup_miniconda, setup_modules
R
R 4.2.0 released · 2022-04-22
0.1.0
record
2022-04-04 · diff ↗ ·
added 3 exports
emoxicon_scores, nlp_scores, punctuate
0.0.1
record
2022-03-01
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-03-01
Total releases: 7 / 4 yrs
License: GPL (>= 3.0)
Minimum R: ≥ 3.5.0
Bundled data: 1.2 MB / 5 files
Download size: 3.4 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("transforEmotion")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.31234/osf.io/hf3g7.

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 transforEmotion version 0.1.7 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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