{ "_id": "6a1025c0acfb0bcc41c8ede8", "Package": "sentopics", "Type": "Package", "Title": "Tools for Joint Sentiment and Topic Analysis of Textual Data", "Version": "1.0.0", "Authors@R": "c(\nperson(\"Olivier\", \"Delmarcelle\", email = \"delmarcelle.olivier@gmail.com\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0003-4347-070X\")),\nperson(\"Samuel\", \"Borms\", email = \"samuel.borms@unine.ch\", role = c(\"ctb\"), comment = c(ORCID = \"0000-0001-9533-1870\")),\nperson(\"Chengua\", \"Lin\", email = \"chenghua.lin@abdn.ac.uk\", role = \"cph\", comment = \"Original JST implementation\"),\nperson(\"Yulan\", \"He\", email = \"yulan.he@warwick.ac.uk\", role = \"cph\", comment = \"Original JST implementation\"),\nperson(\"Jose\", \"Bernardo\", role = \"cph\", comment = \"Original JST implementation\"),\nperson(\"David\", \"Robinson\", , \"admiral.david@gmail.com\", role = \"cph\", comment = \"Implementation of reorder_within()\"),\nperson(\"Julia\", \"Silge\", , \"julia.silge@gmail.com\", role = \"cph\",\ncomment = c(\"Implementation of reorder_within()\", ORCID = \"0000-0002-3671-836X\"))\n)", "Maintainer": "Olivier Delmarcelle ", "Description": "A framework that joins topic modeling and sentiment\nanalysis of textual data. The package implements a fast Gibbs\nsampling estimation of Latent Dirichlet Allocation (Griffiths\nand Steyvers (2004) ) and Joint\nSentiment/Topic Model (Lin, He, Everson and Ruger (2012)\n). It offers a variety of helpers and\nvisualizations to analyze the result of topic modeling. The\nframework also allows enriching topic models with dates and\nexternally computed sentiment measures. A flexible aggregation\nscheme enables the creation of time series of sentiment or\ntopical proportions from the enriched topic models. Moreover, a\nnovel method jointly aggregates topic proportions and sentiment\nmeasures to derive time series of topical sentiment.", "License": "GPL (>= 3)", "BugReports": "https://github.com/odelmarcelle/sentopics/issues", "URL": "https://github.com/odelmarcelle/sentopics", "Encoding": "UTF-8", "RcppModules": "model_module", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "LazyData": "true", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "libicu-dev libxml2-dev", "Repository": "https://odelmarcelle.r-universe.dev", "Date/Publication": "2025-10-15 17:27:12 UTC", "RemoteUrl": "https://github.com/odelmarcelle/sentopics", "RemoteRef": "HEAD", "RemoteSha": "3df259a7ca7c8f9446dd610ec6364e252e7f559b", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-13 09:22:25 UTC", "User": "root" }, "Author": "Olivier Delmarcelle [aut, cre] (ORCID:\n),\nSamuel Borms [ctb] (ORCID: ),\nChengua Lin [cph] (Original JST implementation),\nYulan He [cph] (Original JST 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