{ "_id": "6a44d43c6ff6f2357551c0db", "Package": "daiquiri", "Type": "Package", "Title": "Data Quality Reporting for Temporal Datasets", "Version": "1.2.1", "Authors@R": "c(\nperson(c(\"T.\", \"Phuong\"), \"Quan\", email = \"phuongquan567@outlook.com\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0001-8566-1817\")),\nperson(\"Jack\", \"Cregan\", role = \"ctb\"),\nperson(family = \"University of Oxford\", role = \"cph\"),\nperson(family = \"National Institute for Health Research (NIHR)\", role = \"fnd\"),\nperson(\"Brad\", \"Cannell\", role = \"rev\")\n)", "Description": "Generate reports that enable quick visual review of\ntemporal shifts in record-level data. Time series plots showing\naggregated values are automatically created for each data field\n(column) depending on its contents (e.g. min/max/mean values\nfor numeric data, no. of distinct values for categorical data),\nas well as overviews for missing values, non-conformant values,\nand duplicated rows. The resulting reports are shareable and\ncan contribute to forming a transparent record of the entire\nanalysis process. It is designed with Electronic Health Records\nin mind, but can be used for any type of record-level temporal\ndata (i.e. tabular data where each row represents a single\n\"event\", one column contains the \"event date\", and other\ncolumns contain any associated values for the event).", "URL": "https://github.com/ropensci/daiquiri,\nhttps://ropensci.github.io/daiquiri/", "BugReports": "https://github.com/ropensci/daiquiri/issues", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Roxygen": "list(markdown = TRUE)", "Config/pak/sysreqs": "cmake make libuv1-dev libx11-dev", "Repository": "https://ropensci.r-universe.dev", "Date/Publication": "2025-10-27 12:46:00 UTC", "RemoteUrl": "https://github.com/ropensci/daiquiri", "RemoteRef": "master", "RemoteSha": "f2c93f64e20d1945d70f9307f562dab3b581824a", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-01 08:24:06 UTC", "User": "root" }, "Author": "T. Phuong Quan [aut, cre] (ORCID:\n),\nJack Cregan [ctb],\nUniversity of Oxford [cph],\nNational Institute for Health Research (NIHR) [fnd],\nBrad Cannell [rev]", "Maintainer": "T. Phuong Quan ", "_user": "ropensci", "_type": "src", "_file": "daiquiri_1.2.1.tar.gz", "_fileid": "https://r2.ropensci.org/e33cd8e8f2aa13f678c1afa36de0b4ed95350de908073147980567fae9cb2dbd", "_filesize": 1156971, "_sha256": "e33cd8e8f2aa13f678c1afa36de0b4ed95350de908073147980567fae9cb2dbd", "_expires": "2026-10-09T08:47:55.000Z", "_created": "2026-07-01T08:24:06.000Z", "_published": "2026-07-01T08:47:56.138Z", "_jobs": [ { "job": 84487792002, "time": 404, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8004356308" }, { "job": 84487792014, "time": 392, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8004352070" }, { "job": 84487791987, "time": 250, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8004724633" }, { "job": 84487791993, "time": 255, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8004726851" }, { "job": 84486902947, "time": 289, "config": "pkgdown", "r": "4.6.0", "check": "OK", "artifact": "8004228640" }, { "job": 84486902955, "time": 207, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8004198880" }, { "job": 84487792041, "time": 160, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8004261433" }, { "job": 84487792019, "time": 372, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8004344037" }, { "job": 84487792017, "time": 370, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8004343616" }, { "job": 84487792015, "time": 362, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8004342444" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917", "_status": "success", "_upstream": "https://github.com/ropensci/daiquiri", "_commit": { "id": "f2c93f64e20d1945d70f9307f562dab3b581824a", "author": "Phuong Quan ", "committer": "Phuong Quan ", "message": "update website\n", "time": 1761569160 }, "_maintainer": { "name": "T. Phuong Quan", "email": "phuongquan567@outlook.com", "login": "phuongquan", "description": "", "uuid": 38658964, "orcid": "0000-0001-8566-1817" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "data.table", "version": ">= 1.12.8", "role": "Imports" }, { "package": "readr", "version": ">= 2.0.0", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.1.0", "role": "Imports" }, { "package": "scales", "version": ">= 1.1.0", "role": "Imports" }, { "package": "cowplot", "version": ">= 0.9.3", "role": "Imports" }, { "package": "rmarkdown", "role": "Imports" }, { "package": "reactable", "version": ">= 0.2.3", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "xfun", "version": ">= 0.15", "role": "Imports" }, { "package": "covr", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "codemetar", "role": "Suggests" }, { "package": "vdiffr", "role": "Suggests" }, { "package": "shiny", "role": "Suggests" }, { "package": "diffviewer", "role": "Suggests" } ], "_owner": "ropensci", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-27", "n": 2 }, { "week": "2025-44", "n": 5 } ], "_tags": [ { "name": "v1.2.1", "date": "2025-10-27" } ], "_topics": [ "data-quality", "initial-data-analysis", "reproducible-research", "temporal-data", "time-series" ], "_stars": 40, "_contributors": [ { "user": "phuongquan", "count": 11, "uuid": 38658964 }, { "user": "maelle", "count": 3, "uuid": 8360597 } ], "_userbio": { "uuid": 1200269, "type": "organization", "name": "rOpenSci", "followers": 1106, "description": "Tools and R Packages for Open Science" }, "_downloads": { "count": 706, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/daiquiri" }, "_devurl": "https://github.com/ropensci/daiquiri", "_pkgdown": "https://docs.ropensci.org/daiquiri", "_searchresults": 17, "_metadata": { "review": { "id": 535, "status": "reviewed", "version": "0.7.1", "organization": "rOpenSci Software Review", "url": "https://github.com/ropensci/software-review/issues/535" }, "ropensci_category": "data-extraction" }, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/daiquiri.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/ropensci/daiquiri", "_realowner": "ropensci", "_cranurl": true, "_releases": [ { "version": "1.0.1", "date": "2022-11-11" }, { "version": "1.0.2", "date": "2022-11-21" }, { "version": "1.0.3", "date": "2022-12-06" }, { "version": "1.1.1", "date": "2023-07-18" }, { "version": "1.2.0", "date": "2025-06-24" }, { "version": "1.2.1", "date": "2025-10-27" } ], "_exports": [ "aggregate_data", "close_log", "daiquiri_report", "export_aggregated_data", "field_types", "field_types_advanced", "ft_categorical", "ft_datetime", "ft_freetext", "ft_ignore", "ft_numeric", "ft_simple", "ft_strata", "ft_timepoint", "ft_uniqueidentifier", "initialise_log", "prepare_data", "read_data", "report_data", "template_field_types" ], "_help": [ { "page": "aggregate_data", "title": "Aggregate source data", "topics": [ "aggregate_data" ] }, { "page": "close_log", "title": "Close any active log file", "topics": [ "close_log" ] }, { "page": "daiquiri_report", "title": "Create a data quality report from a data frame", "topics": [ "daiquiri_report" ] }, { "page": "export_aggregated_data", "title": "Export aggregated data", "topics": [ "export_aggregated_data" ] }, { "page": "field_types", "title": "Create field_types specification", "topics": [ "field_types" ] }, { "page": "field_types_advanced", "title": "Create field_types_advanced specification", "topics": [ "field_types_advanced" ] }, { "page": "field_types_available", "title": "Types of data fields available for specification", "topics": [ "field_types_available", "ft_categorical", "ft_datetime", "ft_freetext", "ft_ignore", "ft_numeric", "ft_simple", "ft_strata", "ft_timepoint", "ft_uniqueidentifier" ] }, { "page": "initialise_log", "title": "Initialise a log file", "topics": [ "initialise_log" ] }, { "page": "prepare_data", "title": "Prepare source data", "topics": [ "prepare_data" ] }, { "page": "read_data", "title": "Read delimited data for optimal use with daiquiri", "topics": [ "read_data" ] }, { "page": "report_data", "title": "Generate report from existing objects", "topics": [ "report_data" ] }, { "page": "template_field_types", "title": "Print a template field_types() specification to console", "topics": [ "template_field_types" ] } ], "_pkglogo": "https://github.com/ropensci/daiquiri/raw/master/man/figures/logo.png", "_readme": "https://github.com/ropensci/daiquiri/raw/master/README.md", "_rundeps": [ "base64enc", "bit", "bit64", "bslib", "cachem", "cli", "clipr", "cowplot", "cpp11", "crayon", "data.table", "digest", "evaluate", "farver", "fastmap", "fontawesome", "fs", "ggplot2", "glue", "gtable", "highr", "hms", "htmltools", "htmlwidgets", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "lifecycle", "magrittr", "memoise", "mime", "pillar", "pkgconfig", "prettyunits", "progress", "R6", "rappdirs", "RColorBrewer", "reactable", "reactR", "readr", "rlang", "rmarkdown", "S7", "sass", "scales", "tibble", "tidyselect", "tinytex", "tzdb", "utf8", "vctrs", "viridisLite", "vroom", "withr", "xfun", "yaml" ], "_vignettes": [ { "source": "daiquiri.Rmd", "filename": "daiquiri.html", "title": "Walkthrough for the daiquiri package", "engine": "knitr::rmarkdown", "headings": [ "Data format", "Specification of data field types", "Generating a data quality report", "Contents of the report", "Source data", "Aggregated data", "Individual data fields", "Creating a stratified report", "Advanced usage details" ], "created": "2022-06-08 14:55:58", "modified": "2024-04-04 16:58:00", "commits": 23 } ], "_score": 5.832508912706237, "_indexed": true, "_nocasepkg": "daiquiri", "_universes": [ "ropensci", "phuongquan" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.1", "date": "2026-07-01T08:26:48.000Z", "distro": "resolute", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/b81a32fb9719390740f4655c1096e9dea36dbba244355675e0301d5feda9dff7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" }, { "r": "4.6.1", "os": "linux", "version": "1.2.1", "date": "2026-07-01T08:26:45.000Z", "distro": "resolute", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/34142d3fd8325c3eb8cda5a48c854b0ad626e37bbe5c0d40775f98befbf74f1e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" }, { "r": "4.5.3", "os": "mac", "version": "1.2.1", "date": "2026-07-01T08:44:39.000Z", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/62fffa665562fe8a000b6e451d04be0dc8d56f566da8b1f61c95d79e46e3d04e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" }, { "r": "4.6.1", "os": "mac", "version": "1.2.1", "date": "2026-07-01T08:44:41.000Z", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/302146586d3d3dc14231f2c74cf89c3057ca3434b8d2361369e2cb7e8c30ee6e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.1", "date": "2026-07-01T08:27:11.000Z", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/1b2820773c0e109439a732916739622e8a9a1822e64a1f66a1c06570979b0f5e", "status": "success", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" }, { "r": "4.7.0", "os": "win", "version": "1.2.1", "date": "2026-07-01T08:25:46.000Z", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/035f1568a94f61fd3e654691c39ec8e7ef4885d02e74d61cb9b6c4708cb94ace", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" }, { "r": "4.5.3", "os": "win", "version": "1.2.1", "date": "2026-07-01T08:25:48.000Z", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/3e9109127130943304a309fa100a93848e116bb5954305a4d1c7321b89b479e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" }, { "r": "4.6.1", "os": "win", "version": "1.2.1", "date": "2026-07-01T08:25:37.000Z", "commit": "f2c93f64e20d1945d70f9307f562dab3b581824a", "fileid": "https://r2.ropensci.org/8b1d04c6c713d96cd1e431ca1a406279ec90ba4e24bb6f80c99a490bad77d904", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci/actions/runs/28503604917" } ] }