{
  "_id": "6ab116f63d719c1f84086e9a",
  "Package": "DataAudit",
  "Type": "Package",
  "Title": "Comprehensive Data Quality Auditing and Validation",
  "Version": "0.1.0",
  "Authors@R": "c(\nperson(\ngiven = \"Vinodh Kumar\",\nfamily = \"Obli Rajendran\",\nrole = c(\"aut\", \"cre\"),\nemail = \"vinodhkumar.rajendran@gmail.com\",\ncomment = c(\nORCID = \"0000-0002-7232-4122\"\n)\n),\nperson(\ngiven = \"Keerthi\",\nfamily = \"Aaradhana\",\nrole = \"aut\",\nemail = \"vkeerthi1817@gmail.com\"\n)\n)",
  "Description": "Provides tools for systematic assessment, validation, and\nreporting of data quality. The package detects common\ndata-quality problems including missing or blank values,\nduplicate observations, infinite values, constant and near-zero\nvariance variables, outliers, invalid ranges and categories,\ntype and pattern violations, problematic dates and identifiers,\nsequence errors, dependency violations, and cross-variable\ninconsistencies. It also supports reusable validation rules,\nintegrated audit reports, and standardized data-quality scoring\nfor reproducible data-quality assessment workflows.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "8.0.0",
  "Config/testthat/edition": "3",
  "VignetteBuilder": "knitr",
  "URL": "https://github.com/vinodhpmd/DataAudit",
  "BugReports": "https://github.com/vinodhpmd/DataAudit/issues",
  "Repository": "https://vinodhpmd.r-universe.dev",
  "Date/Publication": "2026-07-28 12:01:41 UTC",
  "RemoteUrl": "https://github.com/vinodhpmd/dataaudit",
  "RemoteRef": "HEAD",
  "RemoteSha": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-21 11:31:57 UTC",
    "User": "root"
  },
  "Author": "Vinodh Kumar Obli Rajendran [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-7232-4122>),\nKeerthi Aaradhana [aut]",
  "Maintainer": "Vinodh Kumar Obli Rajendran <vinodhkumar.rajendran@gmail.com>",
  "_user": "vinodhpmd",
  "_type": "src",
  "_file": "DataAudit_0.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/136715fc4bb26ef5fecf656cd03a621c47a89f4f2d863a26e83eeb43c83d366d",
  "_filesize": 265641,
  "_sha256": "136715fc4bb26ef5fecf656cd03a621c47a89f4f2d863a26e83eeb43c83d366d",
  "_expires": "2026-12-30T11:37:25.000Z",
  "_created": "2026-09-21T11:31:57.000Z",
  "_published": "2026-09-21T11:37:26.723Z",
  "_jobs": [
    {
      "job": 106316359259,
      "time": 131,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10636023890"
    },
    {
      "job": 106316358569,
      "time": 130,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10636088909"
    },
    {
      "job": 106316358558,
      "time": 163,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10635789792"
    },
    {
      "job": 106316358526,
      "time": 180,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10636258470"
    },
    {
      "job": 106315569059,
      "time": 165,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10635529314"
    },
    {
      "job": 106316358381,
      "time": 96,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10635358513"
    },
    {
      "job": 106316358561,
      "time": 94,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10635709239"
    },
    {
      "job": 106316358498,
      "time": 82,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10635183730"
    },
    {
      "job": 106316358563,
      "time": 93,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10635164539"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500",
  "_status": "success",
  "_upstream": "https://github.com/vinodhpmd/dataaudit",
  "_commit": {
    "id": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
    "author": "Vinodhkumar <vinodhkumar.rajendran@gmail.com>",
    "committer": "Vinodhkumar <vinodhkumar.rajendran@gmail.com>",
    "message": "Finalize DataAudit 0.1.0 for CRAN submission\n",
    "time": 1785240101
  },
  "_maintainer": {
    "name": "Vinodh Kumar Obli Rajendran",
    "email": "vinodhkumar.rajendran@gmail.com",
    "login": "vinodhpmd",
    "description": "",
    "uuid": 57478206,
    "orcid": "0000-0002-7232-4122"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "tibble",
      "role": "Suggests"
    }
  ],
  "_owner": "vinodhpmd",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-31",
      "n": 7
    }
  ],
  "_tags": [
    {
      "name": "v0.1.0",
      "date": "2026-07-28"
    }
  ],
  "_stars": 3,
  "_contributors": [
    {
      "user": "vinodhpmd",
      "count": 7,
      "uuid": 57478206
    }
  ],
  "_userbio": {
    "uuid": 57478206,
    "type": "user",
    "name": "vinodhpmd",
    "followers": 0
  },
  "_downloads": {
    "count": 186,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DataAudit"
  },
  "_devurl": "https://github.com/vinodhpmd/dataaudit",
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/DataAudit.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/vinodhpmd/dataaudit",
  "_realowner": "vinodhpmd",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-08-06"
    }
  ],
  "_exports": [
    "apply_audit_rules",
    "audit_data",
    "audit_rules",
    "audit_score",
    "blank_check",
    "case_check",
    "category_check",
    "consistency_check",
    "constant_check",
    "data_overview",
    "date_check",
    "dependency_check",
    "duplicate_check",
    "group_sequence_check",
    "id_check",
    "infinite_check",
    "length_check",
    "missing_check",
    "nzv_check",
    "outlier_check",
    "pattern_check",
    "range_check",
    "sequence_check",
    "type_check",
    "unique_check",
    "whitespace_check"
  ],
  "_help": [
    {
      "page": "apply_audit_rules",
      "title": "Apply Data Audit Rules",
      "topics": [
        "apply_audit_rules"
      ]
    },
    {
      "page": "audit_data",
      "title": "Perform a General Data Quality Audit",
      "topics": [
        "audit_data"
      ]
    },
    {
      "page": "audit_rules",
      "title": "Create Data Audit Rules",
      "topics": [
        "audit_rules"
      ]
    },
    {
      "page": "audit_score",
      "title": "Calculate a Data Quality Score",
      "topics": [
        "audit_score"
      ]
    },
    {
      "page": "blank_check",
      "title": "Check Blank Values",
      "topics": [
        "blank_check"
      ]
    },
    {
      "page": "case_check",
      "title": "Check Case Consistency",
      "topics": [
        "case_check"
      ]
    },
    {
      "page": "category_check",
      "title": "Check Categorical Values",
      "topics": [
        "category_check"
      ]
    },
    {
      "page": "consistency_check",
      "title": "Check Consistency Between Two Variables",
      "topics": [
        "consistency_check"
      ]
    },
    {
      "page": "constant_check",
      "title": "Check Constant Variables",
      "topics": [
        "constant_check"
      ]
    },
    {
      "page": "data_overview",
      "title": "Data Overview",
      "topics": [
        "data_overview"
      ]
    },
    {
      "page": "date_check",
      "title": "Check Date Values",
      "topics": [
        "date_check"
      ]
    },
    {
      "page": "dependency_check",
      "title": "Check Conditional Variable Dependency",
      "topics": [
        "dependency_check"
      ]
    },
    {
      "page": "duplicate_check",
      "title": "Check Duplicate Rows",
      "topics": [
        "duplicate_check"
      ]
    },
    {
      "page": "group_sequence_check",
      "title": "Check Sequence Integrity Within Groups",
      "topics": [
        "group_sequence_check"
      ]
    },
    {
      "page": "id_check",
      "title": "Check Identifier Integrity",
      "topics": [
        "id_check"
      ]
    },
    {
      "page": "infinite_check",
      "title": "Check Infinite Values",
      "topics": [
        "infinite_check"
      ]
    },
    {
      "page": "length_check",
      "title": "Check Character Length",
      "topics": [
        "length_check"
      ]
    },
    {
      "page": "missing_check",
      "title": "Check Missing Values",
      "topics": [
        "missing_check"
      ]
    },
    {
      "page": "nzv_check",
      "title": "Check Near-Zero Variance Variables",
      "topics": [
        "nzv_check"
      ]
    },
    {
      "page": "outlier_check",
      "title": "Check Numeric Outliers",
      "topics": [
        "outlier_check"
      ]
    },
    {
      "page": "pattern_check",
      "title": "Check Character Patterns",
      "topics": [
        "pattern_check"
      ]
    },
    {
      "page": "print.DataAuditReport",
      "title": "Print a DataAudit Report",
      "topics": [
        "print.DataAuditReport"
      ]
    },
    {
      "page": "print.DataAuditRuleResult",
      "title": "Print a DataAudit Rule Result",
      "topics": [
        "print.DataAuditRuleResult"
      ]
    },
    {
      "page": "print.DataAuditScore",
      "title": "Print a DataAudit Score",
      "topics": [
        "print.DataAuditScore"
      ]
    },
    {
      "page": "range_check",
      "title": "Check Values Against a Valid Range",
      "topics": [
        "range_check"
      ]
    },
    {
      "page": "sequence_check",
      "title": "Check Numeric Sequence Integrity",
      "topics": [
        "sequence_check"
      ]
    },
    {
      "page": "summary.DataAuditReport",
      "title": "Summarize a DataAudit Report",
      "topics": [
        "summary.DataAuditReport"
      ]
    },
    {
      "page": "summary.DataAuditRuleResult",
      "title": "Summarize a DataAudit Rule Result",
      "topics": [
        "summary.DataAuditRuleResult"
      ]
    },
    {
      "page": "type_check",
      "title": "Check Variable Types",
      "topics": [
        "type_check"
      ]
    },
    {
      "page": "unique_check",
      "title": "Check Unique Identifier",
      "topics": [
        "unique_check"
      ]
    },
    {
      "page": "whitespace_check",
      "title": "Check Leading and Trailing Whitespace",
      "topics": [
        "whitespace_check"
      ]
    }
  ],
  "_readme": "https://github.com/vinodhpmd/dataaudit/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "getting-started-with-dataaudit.Rmd",
      "filename": "getting-started-with-dataaudit.html",
      "title": "Getting Started with DataAudit",
      "author": "Vinodh Kumar Obli Rajendran and Keerthi Aaradhana",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Load DataAudit",
        "Example dataset",
        "General data audit",
        "Dataset overview",
        "Variable-level diagnostics",
        "Duplicate observations",
        "Individual checks",
        "Missing values",
        "Blank values",
        "Range validation",
        "Category validation",
        "Identifier uniqueness",
        "Pattern validation",
        "Reusable validation rules",
        "Apply validation rules",
        "Integrated audit",
        "Summarizing an audit",
        "Data-quality score",
        "Additional checks",
        "Recommended workflow",
        "Conclusion"
      ],
      "created": "2026-07-28 08:20:33",
      "modified": "2026-07-28 08:20:33",
      "commits": 1
    }
  ],
  "_score": 4.176091259055681,
  "_indexed": true,
  "_nocasepkg": "dataaudit",
  "_universes": [
    "vinodhpmd"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-09-21T11:34:03.000Z",
      "distro": "resolute",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/406578bc49d96793f7160bafe3c938af3449ed13e026392949f4a7b31b9ca3b6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-09-21T11:34:00.000Z",
      "distro": "resolute",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/8f8c0ed1c37378199b5cda4b60e0db66e6908ce28791c46838b130415b5c6120",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-09-21T11:36:24.000Z",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/54e77a0c433bdeee3caa380c5dba1faf9fd3c948391e16669eb1f1ee483b957f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-09-21T11:35:32.000Z",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/60b8e2f74a4f5198d8ee19e4f76e764dad82b79968e52054c6f6be79de4f56e8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-09-21T11:33:50.000Z",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/42bd9c89d9808474c473c2ccb92ae772f6d66470fda3b1c15f2fd5a9a68d0bf3",
      "status": "success",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-21T11:33:08.000Z",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/7a5f06db80c5dbc2aae68426f288ecfa7532adcf43256547b5c4290658f7fc2f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-21T11:33:02.000Z",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/f5aa0ed76b7d84c91fb4d9fb2efa194c6e1870864f0683ddfb8e137891817e73",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-21T11:33:14.000Z",
      "commit": "c0639caf2e21f0f2aeb112766a03023e612a2d9c",
      "fileid": "https://r2.ropensci.org/86d620ec090033f2d435159c3423aa9c6a2717d300848d43fa05eedfd9d66c05",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/vinodhpmd/actions/runs/35594294500"
    }
  ]
}