Package: TextAnalysisR
Title: A Text Mining Workflow Tool
Version: 0.1.5.9000
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, grDevices, htmltools, htmlwidgets, igraph
        (>= 1.3.0), magrittr, Matrix, methods, quanteda,
        quanteda.textstats, RColorBrewer, readr, rlang (>= 1.0.0),
        scales, shiny, stats, stringi, tibble, tidyr, tidytext, tools,
        utils, widyr, withr
Suggests: aricode, tidylo, betareg, broom, patchwork, class, cluster,
        clusterCrit, colourpicker, covr, dbscan, digest, ggwordcloud,
        httr, irr, jsonlite, knitr, later, lexicon, LexisNexisTools,
        markdown, MASS, moments, nnet, numform, officer, openxlsx,
        parallel, pdftools, progress, proxy, pscl, purrr, ragg, readxl,
        reticulate (>= 1.28), sentimentr, rmarkdown, roxygen2, Rtsne,
        shinyBS, shinybusy, shinyjs, spelling, splines, stm, stopwords,
        stringr, syuzhet, testthat (>= 3.0.0), textdata, umap,
        webshot2, plotly
Depends: R (>= 4.0)
SystemRequirements: Python (>= 3.8; >= 3.10 for BERTopic 0.17+),
        optional. Lightweight tier: spaCy (>= 3.5), pandas (>= 1.5),
        pdfplumber (>= 0.10). Embeddings tier: sentence-transformers
        (>= 2.2), transformers (>= 4.30), torch (>= 2.0). Topics tier:
        bertopic (>= 0.15), umap-learn (>= 0.5.3), hdbscan (>= 0.8.29),
        scikit-learn (>= 1.2), numba (>= 0.56).
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: 8.1.0
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev
        libxml2-dev python3 libx11-dev zlib1g-dev
Repository: https://mshin77.r-universe.dev
Date/Publication: 2026-10-21 21:13:19 UTC
RemoteUrl: https://github.com/mshin77/TextAnalysisR
RemoteRef: HEAD
RemoteSha: 82d04d900ebac2a3a6545082b6895f3f6d3a472e
NeedsCompilation: no
Packaged: 2026-10-22 00:25:57 UTC; root
Author: Mikyung Shin [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-7907-9193>)
Maintainer: Mikyung Shin <shin.mikyung@gmail.com>