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  "Title": "A Lightweight, Flexible, and Fast Data Validation Package that\nCan Handle All Sizes of Data",
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  "License": "MIT + file LICENSE",
  "URL": "https://github.com/DavZim/dataverifyr,\nhttps://davzim.github.io/dataverifyr/",
  "BugReports": "https://github.com/DavZim/dataverifyr/issues",
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  "Repository": "https://davzim.r-universe.dev",
  "Date/Publication": "2026-04-10 18:04:42 UTC",
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  "Maintainer": "David Zimmermann-Kollenda <david_j_zimmermann@hotmail.com>",
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  "_topics": [
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  "_contributors": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/dataverifyr.html",
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    "extra/NEWS.txt",
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    "extra/readme.md",
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    "manual.pdf"
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      "date": "2024-01-10"
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    "data_column",
    "describe",
    "detect_backend",
    "filter_fails",
    "plot_res",
    "read_rules",
    "reference_rule",
    "rule",
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    {
      "page": "bind_rules",
      "title": "Programatically Combine a List of Rules and Rulesets into a Single Ruleset",
      "topics": [
        "bind_rules"
      ]
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    {
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      "title": "Checks if a dataset confirms to a given set of rules",
      "topics": [
        "check_data"
      ]
    },
    {
      "page": "data_column",
      "title": "Define a Column Specification for Schema Checks",
      "topics": [
        "data_column"
      ]
    },
    {
      "page": "dataverifyr_plus",
      "title": "Add Rules and Rulesets Together",
      "topics": [
        "+.rule",
        "+.ruleset",
        "datavarifyr_plus",
        "dataverifyr_plus"
      ]
    },
    {
      "page": "describe",
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      "topics": [
        "describe"
      ]
    },
    {
      "page": "detect_backend",
      "title": "Detects the backend which will be used for checking the rules",
      "topics": [
        "detect_backend"
      ]
    },
    {
      "page": "filter_fails",
      "title": "Filters a result dataset for the values that failed the verification",
      "topics": [
        "filter_fails"
      ]
    },
    {
      "page": "plot_res",
      "title": "Visualize the results of a data validation",
      "topics": [
        "plot_res"
      ]
    },
    {
      "page": "reference_rule",
      "title": "Define a Relational Reference Rule",
      "topics": [
        "reference_rule"
      ]
    },
    {
      "page": "rule",
      "title": "Creates a single data rule",
      "topics": [
        "print.rule",
        "rule"
      ]
    },
    {
      "page": "ruleset",
      "title": "Creates a set of rules",
      "topics": [
        "print.ruleset",
        "ruleset"
      ]
    },
    {
      "page": "sample_data",
      "title": "Sample Orders Dataset for Examples and Tests",
      "topics": [
        "sample_data"
      ]
    },
    {
      "page": "write_rules",
      "title": "Read and write rules to a yaml file",
      "topics": [
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        "write_rules"
      ]
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