{ "_id": "6ae5080595ca2370cc8d03f6", "Package": "cellsynth", "Title": "Cell-Wise Synthetic Copies of De-Identified Tables", "Version": "0.1.0", "Authors@R": "person(\"Marton\", \"Kiss\", , \"mrkmarton@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Turns de-identified tables ('Excel' workbooks or delimited\ntext files) into synthetic counterparts with the same layout,\nthe same identifiers and the same data-entry quirks. Every\nnon-identifier cell, missingness included, is censored once per\nsweep and redrawn by copying the raw value of a donor drawn\nfrom a classification and regression tree leaf fitted on the\nrest of the table, in the spirit of the sequential tree-based\nsynthesis of Reiter (2005) \"Using CART to generate partially\nsynthetic public use microdata\", Journal of Official Statistics\n21(3):441-462, and Nowok, Raab and Dibben (2016)\n. Identifiers are kept so that\ntables stay joinable, and columns of other tables can condition\nthe synthesis so cross-table associations survive a later join.\nSynthetic copies are intended for developing and testing\nanalysis code; they are not an anonymisation method.", "License": "MIT + file LICENSE", "URL": "https://github.com/MartynK/cellsynth", "BugReports": "https://github.com/MartynK/cellsynth/issues", "Encoding": "UTF-8", "Config/roxygen2/version": "8.1.1", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-30 21:08:40 UTC", "User": "root" }, "Author": "Marton Kiss [aut, cre]", "Maintainer": "Marton Kiss ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-10-30 19:33:14 UTC", "RemoteUrl": "https://github.com/cran/cellsynth", "RemoteRef": "HEAD", "RemoteSha": "bfd35f6ad3e33b38b40a974bee526d62a2bcb776", "_user": "cran", "_type": "src", "_file": "cellsynth_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/6233d9cd05bd4c64cc744d88e7fff51aa8928aecec09a76e195859c05f785031", "_filesize": 191748, "_sha256": "6233d9cd05bd4c64cc744d88e7fff51aa8928aecec09a76e195859c05f785031", "_expires": "2027-02-07T21:11:31.000Z", "_created": "2026-10-30T21:08:40.000Z", "_published": "2026-10-30T21:11:33.879Z", "_upstream": "https://github.com/cran/cellsynth", "_status": "success", "_maintainer": { "name": "Marton Kiss", "email": "mrkmarton@gmail.com" }, "_jobs": [ { "job": 124314153120, "time": 117, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "13012970041" }, { "job": 124314153112, "time": 128, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "13011293950" }, { "job": 124312869838, "time": 169, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "13012381104" }, { "job": 124314153271, "time": 95, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "13013025017" }, { "job": 124314153119, "time": 83, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "13011707612" }, { "job": 124314153152, "time": 106, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "13012162333" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/41128395115", "_commit": { "id": "bfd35f6ad3e33b38b40a974bee526d62a2bcb776", "author": "Marton Kiss ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1793388794 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "openxlsx", "role": "Imports" }, { "package": "readr", "role": "Imports" }, { "package": "readxl", "role": "Imports" }, { "package": "rpart", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tools", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "withr", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-44", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-10-30" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 634, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/cellsynth" }, "_devurl": "https://github.com/martynk/cellsynth", "_rbuild": "4.6.1", "_assets": [ "extra/cellsynth.html", "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", "LICENSE" ], "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2026-10-30" } ], "_exports": [ "apply_role_overrides", "compare_correlations", "compare_tables", "detect_nonsubject_rows", "infer_spec", "make_aux", "parse_date_chr", "parse_number_chr", "passthrough_result", "read_source", "read_spec", "row_disclosure", "source_sheets", "synthesize_file", "synthesize_table", "write_spec", "write_synthetic" ], "_help": [ { "page": "apply_role_overrides", "title": "Force roles onto a spec by column name or name pattern", "topics": [ "apply_role_overrides" ] }, { "page": "compare_correlations", "title": "Mean absolute difference between correlation matrices", "topics": [ "compare_correlations" ] }, { "page": "compare_tables", "title": "Compare original and synthetic tables column by column", "topics": [ "compare_tables" ] }, { "page": "detect_nonsubject_rows", "title": "Detect rows that are not subjects (totals, site headers)", "topics": [ "detect_nonsubject_rows" ] }, { "page": "infer_spec", "title": "Infer a column specification for a source table", "topics": [ "infer_spec" ] }, { "page": "make_aux", "title": "Align columns of another table as auxiliary predictors", "topics": [ "make_aux" ] }, { "page": "parse_date_chr", "title": "Parse raw strings as dates (days since 1970-01-01)", "topics": [ "parse_date_chr" ] }, { "page": "parse_number_chr", "title": "Parse raw strings as numbers, tolerating decimal commas", "topics": [ "parse_number_chr" ] }, { "page": "passthrough_result", "title": "A result that is not synthesised: copied, blanked or dropped", "topics": [ "passthrough_result" ] }, { "page": "print.synth_result", "title": "Print a synth_result", "topics": [ "print.synth_result" ] }, { "page": "print.synth_source", "title": "Print a synth_source", "topics": [ "print.synth_source" ] }, { "page": "read_source", "title": "Read a source table (xlsx or csv) as raw character data", "topics": [ "read_source" ] }, { "page": "read_spec", "title": "Read a spec CSV written by 'write_spec()'", "topics": [ "read_spec" ] }, { "page": "row_disclosure", "title": "Share of synthetic rows identical to their own original row", "topics": [ "row_disclosure" ] }, { "page": "source_sheets", "title": "Sheet names of an Excel workbook", "topics": [ "source_sheets" ] }, { "page": "synthesize_file", "title": "Synthesise a file end to end", "topics": [ "synthesize_file" ] }, { "page": "synthesize_table", "title": "Synthesise one table", "topics": [ "synthesize_table" ] }, { "page": "write_spec", "title": "Write a spec to CSV for review and editing", "topics": [ "write_spec" ] }, { "page": "write_synthetic", "title": "Write a synthetic table (or workbook) in the format of its source", "topics": [ "write_synthetic" ] } ], "_readme": "https://github.com/cran/cellsynth/raw/HEAD/README.md", "_rundeps": [ "bit", "bit64", "cellranger", "cli", "clipr", "cpp11", "crayon", "glue", "hms", "lifecycle", "magrittr", "openxlsx", "pillar", "pkgconfig", "prettyunits", "progress", "R6", "Rcpp", "readr", "readxl", "rematch", "rlang", "rpart", "stringi", "tibble", "tidyselect", "tzdb", "utf8", "vctrs", "vroom", "withr", "zip" ], "_score": 1.6989700043360187, "_indexed": true, "_nocasepkg": "cellsynth", "_universes": [ "cran", "martynk" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-30T21:10:30.000Z", "distro": "resolute", "commit": "bfd35f6ad3e33b38b40a974bee526d62a2bcb776", "fileid": "https://r2.ropensci.org/3cb075e2867c4d0847e3b4f3881349893341c260d8a01abde7986ed0e1297b8d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/41128395115" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-30T21:10:42.000Z", "distro": "resolute", "commit": "bfd35f6ad3e33b38b40a974bee526d62a2bcb776", "fileid": "https://r2.ropensci.org/bc58dd1e2a87a7668175c382334721bf7aaeff231911a2db572d208f4ad27b37", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/41128395115" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-30T21:10:34.000Z", "commit": "bfd35f6ad3e33b38b40a974bee526d62a2bcb776", "fileid": "https://r2.ropensci.org/e1328e2498f3a0d9ebfb2a103b540e76ded2a55eacda8d8582d1a1ff6d670cf9", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/41128395115" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-30T21:09:41.000Z", "commit": "bfd35f6ad3e33b38b40a974bee526d62a2bcb776", "fileid": "https://r2.ropensci.org/2db5d1095402c4617152adbc6d4fe9d07e1897908f617fdc475e713e08b77b9e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/41128395115" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-30T21:09:57.000Z", "commit": "bfd35f6ad3e33b38b40a974bee526d62a2bcb776", "fileid": "https://r2.ropensci.org/6d0dea7bfe9b9093d59c739715791e9a2ebafba398c2f03523c05852b9f988ef", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/41128395115" } ] }