{ "_id": "6ac8d04dde46216d5edd7c02", "Package": "wordmap", "Type": "Package", "Title": "Feature Extraction and Document Classification with Noisy Labels", "Version": "0.9.5", "Authors@R": "c(person(\"Kohei\", \"Watanabe\", email = \"watanabe.kohei@gmail.com\", role = c(\"aut\", \"cre\", \"cph\")))", "Maintainer": "Kohei Watanabe ", "Description": "Extract features and classify documents with noisy labels\ngiven by document-meta data or keyword matching Watanabe & Zhou\n(2020) .", "License": "MIT + file LICENSE", "URL": "https://github.com/koheiw/wordmap", "BugReports": "https://github.com/koheiw/wordmap/issues", "LazyData": "TRUE", "Encoding": "UTF-8", "Language": "en-US", "RoxygenNote": "7.3.2", "Roxygen": "list(markdown = TRUE)", "Config/pak/sysreqs": "libicu-dev libxml2-dev", "Repository": "https://koheiw.r-universe.dev", "Date/Publication": "2025-07-10 07:58:13 UTC", "RemoteUrl": "https://github.com/koheiw/wordmap", "RemoteRef": "HEAD", "RemoteSha": "b42224efa21c562fb5a4f14e6ac025977e37251c", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-09 11:09:16 UTC", "User": "root" }, "Author": "Kohei Watanabe [aut, cre, cph]", "_user": "koheiw", "_type": "src", "_file": "wordmap_0.9.5.tar.gz", "_fileid": "https://r2.ropensci.org/8231a3b764096747adb9133c6abfd84d8b5b3a21ca3569876ce2ed1595062517", "_filesize": 732372, "_sha256": "8231a3b764096747adb9133c6abfd84d8b5b3a21ca3569876ce2ed1595062517", "_expires": "2027-01-17T11:30:19.000Z", "_created": "2026-10-09T11:09:16.000Z", "_published": "2026-10-09T11:30:21.789Z", "_buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 113791925951, "time": 173, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11611519342" }, { "job": 113791925867, "time": 135, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11611574154" }, { "job": 113791925883, "time": 208, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11612639530" }, { "job": 113791925947, "time": 162, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11612927802" }, { "job": 113790873918, "time": 188, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11611743741" }, { "job": 113791925937, "time": 108, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11612093743" }, { "job": 113791926034, "time": 115, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11612725983" }, { "job": 113791926004, "time": 121, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11611589517" }, { "job": 113791926009, "time": 117, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11611873927" } ], "_upstream": "https://github.com/koheiw/wordmap", "_commit": { "id": "b42224efa21c562fb5a4f14e6ac025977e37251c", "author": "Kohei Watanabe ", "committer": "Kohei Watanabe ", "message": "Fix tests\n", "time": 1752134293 }, "_maintainer": { "name": "Kohei Watanabe", "email": "watanabe.kohei@gmail.com", "login": "koheiw", "twitter": "@koheiw7", "description": "Data scientist specializing in political and financial text analysis", "uuid": 6572963 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "methods", "role": "Depends" }, { "package": "utils", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "quanteda", "version": ">= 2.1", "role": "Imports" }, { "package": "stringi", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "ggrepel", "role": "Imports" }, { "package": "spelling", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "koheiw", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 5, "_contributors": [ { "user": "koheiw", "count": 507, "uuid": 6572963 }, { "user": "chainsawriot", "count": 5, "uuid": 637269 }, { "user": "bah-elly", "count": 5, "uuid": 72880521 }, { "user": "daiyamao", "count": 3, "uuid": 58387327 }, { "user": "eladseg", "count": 3, "uuid": 53266697 }, { "user": "giucarny", "count": 2, "uuid": 46362846 }, { "user": "kbenoit", "count": 2, "uuid": 2182246 }, { "user": "danimadrid", "count": 1, "uuid": 20126975 }, { "user": "kt01", "count": 1, "uuid": 40173310 }, { "user": "kecheng-ac", "count": 1, "uuid": 40051554 }, { "user": "lanabi", "count": 1, "uuid": 38475308 }, { "user": "lungtaseki", "count": 1, "uuid": 106731974 }, { "user": "stefan-mueller", "count": 1, "uuid": 16726741 } ], "_userbio": { "uuid": 6572963, "type": "user", "name": "Kohei Watanabe", "followers": 194, "description": "Data scientist specializing in political and financial text analysis" }, "_downloads": { "count": 235, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/wordmap" }, "_devurl": "https://github.com/koheiw/wordmap", "_searchresults": 1, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/wordmap.html", "LICENSE" ], "_homeurl": "https://github.com/koheiw/wordmap", "_realowner": "koheiw", "_cranurl": true, "_releases": [ { "version": "0.8.0", "date": "2024-06-18" }, { "version": "0.9.0", "date": "2024-09-05" }, { "version": "0.9.1", "date": "2024-10-21" }, { "version": "0.9.2", "date": "2025-01-07" }, { "version": "0.9.4", "date": "2025-06-29" }, { "version": "0.9.5", "date": "2025-07-10" } ], "_exports": [ "accuracy", "afe", "as.coefficients_textmodel", "as.statistics_textmodel", "as.summary.textmodel", "textmodel_wordmap", "textplot_terms" ], "_datasets": [ { "name": "data_corpus_ungd2017", "title": "UN General Debate speeches from 2017", "object": "data_corpus_ungd2017", "class": [ "corpus" ], "fields": [], "table": false, "tojson": false }, { "name": "data_dictionary_topic", "title": "Seed topic dictionary", "object": "data_dictionary_topic", "class": [ "dictionary2" ], "fields": [], "table": true, "tojson": true } ], "_help": [ { "page": "accuracy", "title": "Evaluate classification accuracy in precision and recall", "topics": [ "accuracy", "summary.textmodel_wordmap_accuracy" ] }, { "page": "afe", "title": "Compute Average Feature Entropy (AFE)", "topics": [ "afe" ] }, { "page": "as.dictionary.textmodel_wordmap", "title": "Create lexicon from a Wordmap model", "topics": [ "as.dictionary.textmodel_wordmap", "as.list.textmodel_wordmap" ] }, { "page": "coef.textmodel_wordmap", "title": "Extract coefficients from a Wordmap model", "topics": [ "coef.textmodel_wordmap", "coefficients.textmodel_wordmap" ] }, { "page": "data_corpus_ungd2017", "title": "UN General Debate speeches from 2017", "topics": [ "data_corpus_ungd2017" ] }, { "page": "data_dictionary_topic", "title": "Seed topic dictionary", "topics": [ "data_dictionary_topic" ] }, { "page": "predict.textmodel_wordmap", "title": "Predict the most likely class of documents", "topics": [ "predict.textmodel_wordmap" ] }, { "page": "textmodel_wordmap", "title": "A model for multinomial feature extraction and document classification", "topics": [ "textmodel_wordmap" ] }, { "page": "textplot_terms", "title": "Plot coefficients of words", "topics": [ "textplot_terms" ] } ], "_readme": "https://github.com/koheiw/wordmap/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "fastmatch", "ggplot2", "ggrepel", "glue", "gtable", "isoband", "ISOcodes", "jsonlite", "labeling", "lattice", "lifecycle", "magrittr", "Matrix", "quanteda", "R6", "RColorBrewer", "Rcpp", "rlang", "S7", "scales", "SnowballC", "stopwords", "stringi", "vctrs", "viridisLite", "withr", "xml2", "yaml" ], "_score": 4.477121254719663, "_indexed": true, "_nocasepkg": "wordmap", "_universes": [ "koheiw" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.9.5", "date": "2026-10-09T11:11:27.000Z", "distro": "resolute", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/f4b079810ab8b9a69bcc5b908ed4904d5641f8ed1876e4f670e1c275a91e43bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" }, { "r": "4.6.1", "os": "linux", "version": "0.9.5", "date": "2026-10-09T11:11:13.000Z", "distro": "resolute", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/50ceb72b9d7068cfa70c20e6927a07facc36d5affeac7cc3c28b83a9c51b46bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" }, { "r": "4.5.3", "os": "mac", "version": "0.9.5", "date": "2026-10-09T11:26:26.000Z", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/4673bc7c1bb905dbee152ffdd13b065bbbc7a7216e1e180893a86942e9cf2059", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" }, { "r": "4.6.1", "os": "mac", "version": "0.9.5", "date": "2026-10-09T11:28:53.000Z", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/a4280e0b7281632e6af5786280c1c2e671915919ecb468c725f3d42685cf4669", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" }, { "r": "4.6.0", "os": "wasm", "version": "0.9.5", "date": "2026-10-09T11:11:20.000Z", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/f2e74bfdfcaf5f8626fa04954a55819c5f74110c8d649d5e858cacfa58d1c0ce", "status": "success", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" }, { "r": "4.7.0", "os": "win", "version": "0.9.5", "date": "2026-10-09T11:10:21.000Z", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/91631dcfd2beefffe8a92679d0d8d6bb48cdbf19f26f400699df5afe53d45c5f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" }, { "r": "4.5.3", "os": "win", "version": "0.9.5", "date": "2026-10-09T11:10:43.000Z", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/e7cf641a1722b4200239e02892d5a67f9deb8f1a5e298f32565b4038678bfeb6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" }, { "r": "4.6.1", "os": "win", "version": "0.9.5", "date": "2026-10-09T11:10:28.000Z", "commit": "b42224efa21c562fb5a4f14e6ac025977e37251c", "fileid": "https://r2.ropensci.org/b7a0067832deec2ae28f94f6e6bce91c8823a463e3ed7982abe3eefe70f55a5b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/koheiw/actions/runs/37921655002" } ] }