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themescopeR  

Social Representation Analysis via Semantic Network Mapping
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("themescopeR", "0.1.1")



Attach the package and use:
library("themescopeR")
Maintained by
Luca D'Aniello
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-20
Latest Update: 2026-08-20
Description:
Implements the ThemeScope framework for detecting and visualising social representations in large-scale digital text corpora. From raw documents it builds, via 'udpipe' annotation, sentence-level word co-occurrence networks and derives two community-level indicators grounded in Social Representation Theory: the Prototypical Salience Index (PSI) for anchoring and the Concreteness Score (CS) for objectification. Communities are located in a two-dimensional, theoretically grounded representational map. The whole pipeline is usable from the R console; an optional 'shiny' graphical interface calls the same exported functions. The method is described in Misuraca, Spano and D'Aniello (2026) <doi:10.1177/01655515261454276>.
How to cite:
Luca D'Aniello (2026). themescopeR: Social Representation Analysis via Semantic Network Mapping. R package version 0.1.1, https://cran.r-project.org/web/packages/themescopeR. Accessed 22 Sep. 2026.
Previous versions and publish date:
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Complete documentation for themescopeR
Functions, R codes and Examples using the themescopeR R package
Full themescopeR package functions and examples
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