Social Representation Analysis via Semantic Network Mapping R package themescopeR version 0.1.1 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>. Software Depends: R (>= 4.1.0) Imports: cli (>= 3.6.0), dplyr (>= 1.1.0), ggplot2 (>= 3.4.0), ggrepel (>= 0.9.0), igraph (>= 2.1.0), Matrix (>= 1.6.0), methods, readr, readxl, rlang, stats, tools, udpipe (>= 0.8.11), utils Suggests: bslib, DT, ggraph (>= 2.1.0), htmltools, knitr, plotly, rmarkdown, shiny, shinycssloaders, testthat (>= 3.0.0), visNetwork, writexl Luca D'Aniello <luca.daniello@unina.it> Comprehensive R Archive Network (CRAN) Luca D'Aniello [aut, cre] (ORCID: <https://orcid.org/0000-0003-1019-9212>), Michelangelo Misuraca [aut] (ORCID: <https://orcid.org/0000-0002-8794-966X>), Maria Spano [aut] (ORCID: <https://orcid.org/0000-0002-3103-2342>) MIT + file LICENSE (https://CRAN.R-project.org/package=themescopeR/LICENSE) 2026-08-20 application/tgz https://CRAN.R-project.org/package=themescopeR doi:10.32614/CRAN.package.themescopeR en-GB