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
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
NeedsCompilation: no
Packaged: 2026-07-17 17:44:05 UTC; shinm
Author: Mikyung Shin [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-7907-9193>)
Maintainer: Mikyung Shin <shin.mikyung@gmail.com>
Repository: CRAN
Date/Publication: 2026-07-27 14:40:13 UTC
Built: R 4.5.3; ; 2026-07-31 16:11:33 UTC; windows
