{
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  "Package": "peopleanalyticsdata",
  "Title": "Data Sets for Keith McNulty's Handbook of Regression Modeling in\nPeople Analytics",
  "Version": "0.2.2",
  "Authors@R": "c(person(given = \"Keith\",\nfamily = \"McNulty\",\nrole = c(\"aut\", \"cre\"),\nemail = \"keith.mcnulty@gmail.com\",\ncomment = c(ORCID = \"0000-0002-2332-1654\")))",
  "Description": "Data sets for statistical inference modeling related to\nPeople Analytics. Contains various data sets from the book\n'Handbook of Regression Modeling in People Analytics' by Keith\nMcNulty (2026).",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "URL": "https://peopleanalytics-regression-book.org",
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  "Packaged": {
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    "User": "root"
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  "Author": "Keith McNulty [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-2332-1654>)",
  "Maintainer": "Keith McNulty <keith.mcnulty@gmail.com>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-07-02 00:50:02 UTC",
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  "_created": "2026-07-02T21:41:29.000Z",
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      "title": "Absenteeism data",
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      ],
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        "tenure",
        "is_manager",
        "performance_rating"
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      "table": true,
      "tojson": true
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    {
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      ],
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        "total_donations",
        "time_donating",
        "recent_donation",
        "last_donation",
        "gender",
        "reside",
        "age"
      ],
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      "tojson": true
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    {
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      "title": "Complaints data",
      "object": "complaints",
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      ],
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        "n_complaints",
        "experience",
        "training_hours",
        "workload",
        "shift",
        "remote",
        "satisfaction_score"
      ],
      "rows": 376,
      "table": true,
      "tojson": true
    },
    {
      "name": "employee_performance",
      "title": "Employee performance data",
      "object": "employee_performance",
      "class": [
        "data.frame"
      ],
      "fields": [
        "sales",
        "new_customers",
        "region",
        "gender",
        "rating"
      ],
      "rows": 366,
      "table": true,
      "tojson": true
    },
    {
      "name": "employee_survey",
      "title": "Employee survey data",
      "object": "employee_survey",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Happiness",
        "Ben1",
        "Ben2",
        "Ben3",
        "Work1",
        "Work2",
        "Work3",
        "Man1",
        "Man2",
        "Man3",
        "Car1",
        "Car2",
        "Car3",
        "Car4"
      ],
      "rows": 2833,
      "table": true,
      "tojson": true
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      "title": "Graduate salary data",
      "object": "graduates",
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      ],
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        "Discipline",
        "Total",
        "Unemployment_rate",
        "Median_salary"
      ],
      "rows": 173,
      "table": true,
      "tojson": true
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    {
      "name": "health_insurance",
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      "object": "health_insurance",
      "class": [
        "data.frame"
      ],
      "fields": [
        "product",
        "age",
        "household",
        "position_level",
        "gender",
        "absent"
      ],
      "rows": 1453,
      "table": true,
      "tojson": true
    },
    {
      "name": "job_retention",
      "title": "Job retention data",
      "object": "job_retention",
      "class": [
        "data.frame"
      ],
      "fields": [
        "gender",
        "field",
        "level",
        "sentiment",
        "intention",
        "left",
        "month"
      ],
      "rows": 3770,
      "table": true,
      "tojson": true
    },
    {
      "name": "learning",
      "title": "Learning program feedback data",
      "object": "learning",
      "class": [
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      ],
      "fields": [
        "idcode",
        "rec",
        "rel",
        "fun",
        "clar",
        "home",
        "class",
        "fac"
      ],
      "rows": 4974,
      "table": true,
      "tojson": true
    },
    {
      "name": "managers",
      "title": "Manager performance data",
      "object": "managers",
      "class": [
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        "performance_group",
        "yrs_employed",
        "manager_hire",
        "test_score",
        "group_size",
        "concern_flag",
        "mobile_flag",
        "customers",
        "high_hours_flag",
        "transfers",
        "reduced_schedule",
        "city"
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      "tojson": true
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    {
      "name": "politics_survey",
      "title": "Politics survey data",
      "object": "politics_survey",
      "class": [
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        "Pol1",
        "Pol2",
        "Pol3",
        "Hab1",
        "Hab2",
        "Hab3",
        "Loc1",
        "Loc2",
        "Loc3",
        "Loc4",
        "Env1",
        "Env2",
        "Int1",
        "Int2",
        "Pers1",
        "Pers2",
        "Pers3",
        "Nat1",
        "Nat2",
        "Nat3",
        "Eco1",
        "Eco2"
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      "tojson": true
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        "flexible",
        "store",
        "promoted",
        "year"
      ],
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        "sat",
        "gpa",
        "apttest",
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        "hired"
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      "table": true,
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        "sales",
        "customer_rate",
        "performance"
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      "object": "selection",
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        "Pres",
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        "Hire"
      ],
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    },
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      "title": "Soccer discipline data",
      "object": "soccer",
      "class": [
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        "n_yellow_25",
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        "position",
        "result",
        "country",
        "level"
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      "rows": 2291,
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        "average_wk_hrs",
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        "region",
        "job_type",
        "gender",
        "family_size",
        "work_distance",
        "languages"
      ],
      "rows": 2618,
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        "gender",
        "match",
        "samerace",
        "race",
        "goal",
        "dec",
        "attr",
        "intel",
        "prob",
        "agediff"
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        "Yr2",
        "Yr3",
        "Final"
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      "title": "Absenteeism data",
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