Package: TextAnalysisR
Title: A Text Mining Workflow Tool
Version: 0.1.4
Authors@R: 
    person("Mikyung", "Shin", , "shin.mikyung@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0001-7907-9193"))
Description: Provides a text mining and natural language processing
        workflow for documents. Includes preprocessing via 'quanteda',
        lexical analysis (term frequency-inverse document frequency,
        log-odds ratios, lexical diversity) via 'tidytext', topic
        modeling via 'stm' and the 'BERTopic' approach, semantic
        similarity and document clustering on transformer
        representations, an interactive 'Shiny' interface with
        'ggplot2' visualization, optional 'spaCy' preprocessing, and
        local 'sentence-transformers' or web-based ('OpenAI', 'Gemini')
        model providers for retrieval-augmented generation, as
        described in Shin et al. (2026)
        <doi:10.1177/07319487251412879>.
License: GPL (>= 3)
Language: en-US
Encoding: UTF-8
LazyData: true
LazyDataCompression: xz
Roxygen: list(markdown = TRUE)
Imports: dplyr, DT, ggplot2, htmltools, htmlwidgets, igraph, magrittr,
        Matrix, methods, quanteda, quanteda.textstats, RColorBrewer,
        rlang, scales, shiny, tibble, tidyr, tidytext, widyr, withr
Suggests: aricode, tidylo, broom, patchwork, cluster, clusterCrit,
        colourpicker, covr, dbscan, digest, httr, jsonlite, knitr,
        markdown, MASS, moments, numform, officer, openxlsx, pdftools,
        progress, proxy, pscl, purrr, readxl, reticulate (>= 1.28),
        rmarkdown, roxygen2, Rtsne, shinyBS, shinybusy, shinyjs,
        spelling, stm, stopwords, stringr, syuzhet, testthat (>=
        3.0.0), textdata, umap, plotly
Depends: R (>= 4.0)
SystemRequirements: Python (>= 3.8) with spaCy (>= 3.5) for
        lemmatization and sentence-transformers (>= 2.2) for embeddings
        (optional)
URL: https://mshin77.github.io/TextAnalysisR/,
        https://github.com/mshin77/TextAnalysisR
BugReports: https://github.com/mshin77/TextAnalysisR/issues
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev
        libxml2-dev python3 zlib1g-dev
Repository: https://mshin77.r-universe.dev
Date/Publication: 2026-06-17 06:14:51 UTC
RemoteUrl: https://github.com/mshin77/TextAnalysisR
RemoteRef: HEAD
RemoteSha: 8d75b3d58949c0e9677b364b39eaa2958ee8c148
NeedsCompilation: no
Packaged: 2026-06-17 06:36:28 UTC; root
Author: Mikyung Shin [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-7907-9193>)
Maintainer: Mikyung Shin <shin.mikyung@gmail.com>