{
  "_id": "6a1c0eaa1d7bb097a0a2deaa",
  "Package": "DataSetsUni",
  "Type": "Package",
  "Title": "A Collection of Univariate Data Sets",
  "Version": "0.1",
  "Date": "2023-05-10",
  "Authors@R": "c(person( \"Muhammad\", \"Imran\", role = c(\"aut\", \"cre\"), email = \"imranshakoor84@yahoo.com\" ),\nperson(\"M.H\", \"Tahir\", role = \"ctb\", email = \"mht@iub.edu.pk\"), person(\"Farrukh\", \"Jamal\", role = \"ctb\", email = \"farrukh.jamal@iub.edu.pk\") )",
  "Author": "Muhammad Imran [aut, cre], M.H Tahir [ctb], Farrukh Jamal [ctb]",
  "Maintainer": "Muhammad Imran <imranshakoor84@yahoo.com>",
  "Description": "A collection of widely used univariate data sets of\nvarious applied domains on applications of distribution theory.\nThe functions allow researchers and practitioners to quickly,\neasily, and efficiently access and use these data sets. The\ndata are related to different applied domains and as follows:\nBio-medical, survival analysis, medicine, reliability analysis,\nhydrology, actuarial science, operational research,\nmeteorology, extreme values, quality control, engineering,\nfinance, sports and economics. The total 100 data sets are\ndocumented along with associated references for further details\nand uses.",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.3",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-31 10:31:56 UTC",
    "User": "root"
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  "Repository": "https://imranshakoor.r-universe.dev",
  "Date/Publication": "2023-05-10 15:20:02 UTC",
  "RemoteUrl": "https://github.com/cran/DataSetsUni",
  "RemoteRef": "HEAD",
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  "_created": "2026-05-31T10:31:56.000Z",
  "_published": "2026-05-31T10:34:18.922Z",
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    "message": "version 0.1\n",
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  "_exports": [
    "data_acfailure",
    "data_acfailureunit",
    "data_actuarialm",
    "data_acutebcancer",
    "data_airborne",
    "data_airplanewin",
    "data_airpollution",
    "data_analgesic",
    "data_animals",
    "data_AnnualMaxT",
    "data_annualyld",
    "data_arthritis",
    "data_bank",
    "data_Bcancer",
    "data_Bitcoin",
    "data_blbearing",
    "data_bldercancer",
    "data_bloodcancer",
    "data_brcancer",
    "data_breakdown",
    "data_breakdownt",
    "data_breastcan",
    "data_breastcancer",
    "data_carbonf",
    "data_carfibres",
    "data_chemotherapy",
    "data_coalmin",
    "data_COVID19Chile",
    "data_COVID19MH",
    "data_COVIDChile",
    "data_COVIDDeath",
    "data_COVIDfat",
    "data_COVIDFrance",
    "data_COVIDmor",
    "data_dpatients",
    "data_drilling",
    "data_drillingh",
    "data_earthquakes",
    "data_electronicf",
    "data_Ethereumer",
    "data_failureairc",
    "data_failuretc",
    "data_fatCOVID",
    "data_flood",
    "data_floodpeak",
    "data_floodSus",
    "data_floodtime",
    "data_foodchain",
    "data_fracture",
    "data_glassf",
    "data_guineapigs",
    "data_hdneckcancer",
    "data_healthinsur",
    "data_hpatients",
    "data_ICU",
    "data_image",
    "data_increaserate",
    "data_insuranceun",
    "data_insurclaim",
    "data_insurun",
    "data_Kevlar",
    "data_kidney",
    "data_kidneyunit",
    "data_leaves",
    "data_leukemia",
    "data_Losses",
    "data_Milkp",
    "data_morCOVID",
    "data_MorR",
    "data_mortalityCan",
    "data_mortalityUK",
    "data_MPrecipitation",
    "data_Myelogenous",
    "data_P3",
    "data_permeability",
    "data_petroleum",
    "data_precipitation",
    "data_rainfall",
    "data_RateMor",
    "data_reddit",
    "data_relieftime",
    "data_repairable",
    "data_RR",
    "data_runtimes",
    "data_SC16",
    "data_shocks",
    "data_skinfolds",
    "data_streamflow",
    "data_Stress",
    "data_Taxes",
    "data_taxrevenue",
    "data_toysprice",
    "data_tstrength",
    "data_vehicleinsur",
    "data_videotapes",
    "data_vinyl",
    "data_waitingtime",
    "data_wholesale",
    "data_windshieldf",
    "data_windshields"
  ],
  "_help": [
    {
      "page": "DataSetsUni-package",
      "title": "A collection of widely used univariate data sets",
      "topics": [
        "DataSetsUni-package"
      ]
    },
    {
      "page": "Taxes",
      "title": "The monthly actual taxes revenue in Egypt",
      "topics": [
        "data_Taxes"
      ]
    },
    {
      "page": "actuarialm",
      "title": "The mortality of retired people",
      "topics": [
        "data_actuarialm"
      ]
    },
    {
      "page": "acutebcancer",
      "title": "The survival times of 73 patients with acute bone cancer",
      "topics": [
        "data_acutebcancer"
      ]
    },
    {
      "page": "Myelogenous",
      "title": "Survival times of patients suffering from acute myelogenous",
      "topics": [
        "data_Myelogenous"
      ]
    },
    {
      "page": "acfailure",
      "title": "The data set consists of the failure times of the air conditioning system of an airplane (in hours)",
      "topics": [
        "data_acfailure"
      ]
    },
    {
      "page": "acfailureunit",
      "title": "The unit interval data set consists of the failure times of the air conditioning system of an airplane (in hours)",
      "topics": [
        "data_acfailureunit"
      ]
    },
    {
      "page": "airpollution",
      "title": "The data represents the daily ozone measurements in New York, May–September 1973",
      "topics": [
        "data_airpollution"
      ]
    },
    {
      "page": "airborne",
      "title": "Variations in airborne exposure on the concentration of urinary metabolites",
      "topics": [
        "data_airborne"
      ]
    },
    {
      "page": "videotapes",
      "title": "The measurements by the analysis of video tapes",
      "topics": [
        "data_videotapes"
      ]
    },
    {
      "page": "rainfall",
      "title": "The data represents the ordered annual maximum antecedent rainfall claim",
      "topics": [
        "data_rainfall"
      ]
    },
    {
      "page": "AnnualMaxT",
      "title": "Annual maximum temperatures at Oxford and Worthing",
      "topics": [
        "data_AnnualMaxT"
      ]
    },
    {
      "page": "floodtime",
      "title": "Annual water level behind the high dam during the flood time",
      "topics": [
        "data_floodtime"
      ]
    },
    {
      "page": "annualyld",
      "title": "The annual wheat yield data set consists of annual yield for the period from 1951 to 2010.",
      "topics": [
        "data_annualyld"
      ]
    },
    {
      "page": "arthritis",
      "title": "The data consists of 50 individuals with arthritis relief time",
      "topics": [
        "data_arthritis"
      ]
    },
    {
      "page": "blbearing",
      "title": "A test on the endurance of deep groove ball bearings",
      "topics": [
        "data_blbearing"
      ]
    },
    {
      "page": "Bitcoin",
      "title": "The data represent the Bitcoin exchange rates",
      "topics": [
        "data_Bitcoin"
      ]
    },
    {
      "page": "bldercancer",
      "title": "The remission times of 128 patients suffering from bladder cancer",
      "topics": [
        "data_bldercancer"
      ]
    },
    {
      "page": "bloodcancer",
      "title": "The life time of 40 blood cancer (leukemia) patients",
      "topics": [
        "data_bloodcancer"
      ]
    },
    {
      "page": "breakdowne",
      "title": "The breakdown times of electrical insulating fluid",
      "topics": [
        "data_breakdown"
      ]
    },
    {
      "page": "carfibres",
      "title": "The breaking stress of carbon fibres",
      "topics": [
        "data_carfibres"
      ]
    },
    {
      "page": "brcancer",
      "title": "The data represents the 242 breast cancer patients",
      "topics": [
        "data_brcancer"
      ]
    },
    {
      "page": "breastcancer",
      "title": "The data set consists of 300 lifetime of the breast cancer patients",
      "topics": [
        "data_breastcancer"
      ]
    },
    {
      "page": "breastcan",
      "title": "The data represents the survival times of 121 patients with breast cancer",
      "topics": [
        "data_breastcan"
      ]
    },
    {
      "page": "mortalityCan",
      "title": "The data based on the mortality rates of COVID-19 in Canada",
      "topics": [
        "data_mortalityCan"
      ]
    },
    {
      "page": "carbonf",
      "title": "The breaking stress of carbon fibers",
      "topics": [
        "data_carbonf"
      ]
    },
    {
      "page": "chemotherapy",
      "title": "Survival times of 46 patients given chemotherapy treatment",
      "topics": [
        "data_chemotherapy"
      ]
    },
    {
      "page": "coalmin",
      "title": "The data represents the intervals in days between 109 successive coal mining disasters",
      "topics": [
        "data_coalmin"
      ]
    },
    {
      "page": "electronicf",
      "title": "Time to failure of an electronic component",
      "topics": [
        "data_electronicf"
      ]
    },
    {
      "page": "COVID19Chile",
      "title": "The data represents the incidence rate per every 10,000 inhabitants affected by COVID-19, with and without symptoms",
      "topics": [
        "data_COVID19Chile"
      ]
    },
    {
      "page": "COVIDfat",
      "title": "The daily fatality confirmed cases attributable to COVID-19",
      "topics": [
        "data_COVIDfat"
      ]
    },
    {
      "page": "COVIDFrance",
      "title": "The data set represents mortality rate due to COVID-19 from 3 November 2021 to 11 November 2021 in France",
      "topics": [
        "data_COVIDFrance"
      ]
    },
    {
      "page": "COVID19MH",
      "title": "The mortality rate of the COVID-19 infected persons in Holland",
      "topics": [
        "data_COVID19MH"
      ]
    },
    {
      "page": "COVIDmor",
      "title": "COVID-19 mortality rate of Saudi Arabia",
      "topics": [
        "data_COVIDmor"
      ]
    },
    {
      "page": "COVIDDeath",
      "title": "Daily new deaths caused by COVID-19 in the UK",
      "topics": [
        "data_COVIDDeath"
      ]
    },
    {
      "page": "RR",
      "title": "The recovery rates of COVID-19 patients in Spain",
      "topics": [
        "data_RR"
      ]
    },
    {
      "page": "failuretc",
      "title": "The failure time of cutting layers machine",
      "topics": [
        "data_failuretc"
      ]
    },
    {
      "page": "breakdownt",
      "title": "The times of breakdown of a sample of 25 devices",
      "topics": [
        "data_breakdownt"
      ]
    },
    {
      "page": "dpatients",
      "title": "The survival times of diabetes patients",
      "topics": [
        "data_dpatients"
      ]
    },
    {
      "page": "drilling",
      "title": "Drilling of holes having a diameter of 12mm and thickness of sheet 3.15mm",
      "topics": [
        "data_drilling"
      ]
    },
    {
      "page": "Ethereumer",
      "title": "The data set represent the Ethereum exchange rates",
      "topics": [
        "data_Ethereumer"
      ]
    },
    {
      "page": "runtimes",
      "title": "The failure and run times from a sample of 30 devices",
      "topics": [
        "data_runtimes"
      ]
    },
    {
      "page": "windshieldf",
      "title": "The failure times of 84 Aircraft Windshield",
      "topics": [
        "data_windshieldf"
      ]
    },
    {
      "page": "repairable",
      "title": "The failures times of repairable items",
      "topics": [
        "data_repairable"
      ]
    },
    {
      "page": "morCOVID",
      "title": "The data consists of COVID-19 fatality rates in Saudi Arabia",
      "topics": [
        "data_morCOVID"
      ]
    },
    {
      "page": "fatCOVID",
      "title": "The data consists of COVID-19 falality rates of Saudi Arabia",
      "topics": [
        "data_fatCOVID"
      ]
    },
    {
      "page": "flood",
      "title": "Annual flood discharges (in units of 1000 cubic feet per second)",
      "topics": [
        "data_flood"
      ]
    },
    {
      "page": "floodpeak",
      "title": "This data set represents 72 excrescences of flood peaks",
      "topics": [
        "data_floodpeak"
      ]
    },
    {
      "page": "wholesale",
      "title": "The data set represents the food and drink wholesaling in the United Kingdom",
      "topics": [
        "data_wholesale"
      ]
    },
    {
      "page": "foodchain",
      "title": "The dataset represents the food chain in the United Kingdom from 2000 to 2019",
      "topics": [
        "data_foodchain"
      ]
    },
    {
      "page": "fracture",
      "title": "The data represents the fracture toughness MPa m1/2 data from the material Alumina",
      "topics": [
        "data_fracture"
      ]
    },
    {
      "page": "guineapigs",
      "title": "The survival times of guinea pigs infected",
      "topics": [
        "data_guineapigs"
      ]
    },
    {
      "page": "hdneckcancer",
      "title": "Survival time of patients diagnosed with Head and neck cancer",
      "topics": [
        "data_hdneckcancer"
      ]
    },
    {
      "page": "healthinsur",
      "title": "The average annual percent change in private health insurance",
      "topics": [
        "data_healthinsur"
      ]
    },
    {
      "page": "drillingh",
      "title": "The dataset is based on 50 observations of holes having a diameter of 9mm",
      "topics": [
        "data_drillingh"
      ]
    },
    {
      "page": "hpatients",
      "title": "The survival times of hypertension patients",
      "topics": [
        "data_hpatients"
      ]
    },
    {
      "page": "image",
      "title": "The database extracted from an image of Foulum (Denmark)",
      "topics": [
        "data_image"
      ]
    },
    {
      "page": "COVIDChile",
      "title": "The data represents the incidence rate per 10,000 inhabitants affected by the virus without symptoms during the second quarter of 2020",
      "topics": [
        "data_COVIDChile"
      ]
    },
    {
      "page": "insurclaim",
      "title": "The data represents the minimum insurance claim",
      "topics": [
        "data_insurclaim"
      ]
    },
    {
      "page": "kidney",
      "title": "The data set consists of times to infection of kidney dialysis patients in months",
      "topics": [
        "data_kidney"
      ]
    },
    {
      "page": "kidneyunit",
      "title": "The unit intervel data set consists of times to infection of kidney dialysis patients in months",
      "topics": [
        "data_kidneyunit"
      ]
    },
    {
      "page": "leaves",
      "title": "The phosphorus concentration in the leaves",
      "topics": [
        "data_leaves"
      ]
    },
    {
      "page": "leukemia",
      "title": "The survival times of 40 patients suffering from leukemia",
      "topics": [
        "data_leukemia"
      ]
    },
    {
      "page": "MPrecipitation",
      "title": "Data consists of 30 observations of the March precipitation",
      "topics": [
        "data_MPrecipitation"
      ]
    },
    {
      "page": "floodSus",
      "title": "The maximum flood level for the Susquehanna River at Harrisburg, Pennsylvania",
      "topics": [
        "data_floodSus"
      ]
    },
    {
      "page": "MR",
      "title": "COVID-19 mortality rates in Mexico",
      "topics": [
        "data_MorR"
      ]
    },
    {
      "page": "Milkp",
      "title": "The overall yield production of 107 cows at first birth",
      "topics": [
        "data_Milkp"
      ]
    },
    {
      "page": "increaserate",
      "title": "The data set consists of natural increase rates for the period from 1951 to 2010",
      "topics": [
        "data_increaserate"
      ]
    },
    {
      "page": "insurun",
      "title": "The data set represents the unemployment claims from July 2008 to April",
      "topics": [
        "data_insurun"
      ]
    },
    {
      "page": "P3",
      "title": "computation time of P3 algorithms",
      "topics": [
        "data_P3"
      ]
    },
    {
      "page": "analgesic",
      "title": "The relief times for patients receiving an analgesic",
      "topics": [
        "data_analgesic"
      ]
    },
    {
      "page": "permeability",
      "title": "The data presents the permeability measured in millidarcies",
      "topics": [
        "data_permeability"
      ]
    },
    {
      "page": "petroleum",
      "title": "The data set represents the petroleum rock samples from a petroleum reservoir",
      "topics": [
        "data_petroleum"
      ]
    },
    {
      "page": "airplanewin",
      "title": "The data represents polished window strength",
      "topics": [
        "data_airplanewin"
      ]
    },
    {
      "page": "precipitation",
      "title": "The annual maximum precipitation for one rain gauge",
      "topics": [
        "data_precipitation"
      ]
    },
    {
      "page": "reddit",
      "title": "The data set consists of 150 observations and is related to the Reddit advertising",
      "topics": [
        "data_reddit"
      ]
    },
    {
      "page": "relieftime",
      "title": "The relief times of patients receiving an analgesic",
      "topics": [
        "data_relieftime"
      ]
    },
    {
      "page": "Bcancer",
      "title": "The remission time of 128 bladder cancer patients",
      "topics": [
        "data_Bcancer"
      ]
    },
    {
      "page": "SC16",
      "title": "Computation time of SC16 algorithms",
      "topics": [
        "data_SC16"
      ]
    },
    {
      "page": "windshields",
      "title": "The service times of 63 aircraft windshields",
      "topics": [
        "data_windshields"
      ]
    },
    {
      "page": "shocks",
      "title": "The number of shocks before failure",
      "topics": [
        "data_shocks"
      ]
    },
    {
      "page": "RateMor",
      "title": "COVID-19 mortality rates in Somalia",
      "topics": [
        "data_RateMor"
      ]
    },
    {
      "page": "streamflow",
      "title": "The data set consists of stream flow amounts (1000 acre-feet) for 35 year",
      "topics": [
        "data_streamflow"
      ]
    },
    {
      "page": "glassf",
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      "topics": [
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