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", "0.7.4")



Attach the package and use:
library("sentopics")
Maintained by
Olivier Delmarcelle
[Scholar Profile | Author Map]
First Published: 2022-03-10
Latest Update: 2023-05-28
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 0.7.4, https://cran.r-project.org/web/packages/sentopics. Accessed 23 Apr. 2025.
Previous versions and publish date:
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)
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
03/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/22Downloads for sentopics246810121416182022TrendBars

Today's Hot Picks in Authors and Packages

ODEnetwork  
Network of Differential Equations
Simulates a network of ordinary differential equations of order two. The package provides an easy i ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
sociome  
Operationalizing Social Determinants of Health Data for Researchers
Accesses raw data via API and calculates social determinants of health measures for user-specified l ...
Download / Learn more Package Citations See dependency  
rwt  
"Rice Wavelet Toolbox" Wrapper
Provides a set of functions for 1D and 2D wavelet and filterbank design analysis and processing. Fun ...
Download / Learn more Package Citations See dependency  
pkgndep  
Analyze Dependency Heaviness of R Packages
A new metric named 'dependency heaviness' is proposed that measures the number of additional depend ...
Download / Learn more Package Citations See dependency  
BLRShiny2  
Interactive Document for Working with Binary Logistic Regression Analysis
An interactive document on the topic of binary logistic regression analysis using 'rmarkdown' and ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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