Other packages > Find by keyword >

sentopics  

Tools for Joint Sentiment and Topic Analysis of Textual Data
View on CRAN: Click here


Download and install sentopics package within the R console
Install from CRAN:
install.packages("sentopics")

Install from Github:
library("remotes")
install_github("cran/sentopics")

Install by package version:
library("remotes")
install_version("sentopics", "0.7.6")



Attach the package and use:
library("sentopics")
Maintained by
Olivier Delmarcelle
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-10
Latest Update: 2024-09-20
Description:
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.
How to cite:
Olivier Delmarcelle (2022). sentopics: Tools for Joint Sentiment and Topic Analysis of Textual Data. R package version 0.7.6, https://cran.r-project.org/web/packages/sentopics. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-09-10 16:30), 0.6.1 (2022-03-10 09:00), 0.6.2 (2022-03-15 14:50), 0.7.0 (2022-05-09 09:10), 0.7.1 (2022-05-18 15:20), 0.7.2 (2023-05-28 11:50), 0.7.3 (2024-04-18 15:12), 0.7.4 (2024-09-20 14:20), 0.7.5 (2025-09-29 22:50), 0.7.6 (2025-10-15 10:10), 0.7.7 (2026-07-29 12:40), 1.0.0 (2026-08-21 15:20)
Other packages that cited sentopics R package
View sentopics citation profile
Other R packages that sentopics depends, imports, suggests or enhances
Complete documentation for sentopics
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA