{
    "data_id": "1098",
    "name": "pubexpendat",
    "exact_name": "pubexpendat",
    "version": 1,
    "version_label": null,
    "description": "**Author**:   \n**Source**: Unknown - Date unknown  \n**Please cite**:   \n\nDatasets of Data And Story Library, project illustrating use of basic statistic methods, converted to arff format by Hakan Kjellerstrand.\nSource: TunedIT: http:\/\/tunedit.org\/repo\/DASL\n\nDASL file http:\/\/lib.stat.cmu.edu\/DASL\/Datafiles\/pubexpendat.html\n\nState Public Expenditures\nState Spending and Ability to Pay\n\n\nReference:  U.S. Department of Commerce, Bureau of the Census, Government Finances\nin 1960, Census of Population, 1960,  Census of Manufactures, 1958,  Statistical\nAbstract of the United States, 1961.\nU.S. Department of Agriculture, Agricultural Statistics, 1961.\nU.S. Department of the Interior, Minerals Yearbook, 1960.\n\n\nAuthorization:   free use\nDescription:  Per capita state and local public expenditures and associated state demographic and\neconomic characteristics, 1960.\n\nNumber of cases:   48\n\nVariable Names:\n\nEX: Per capita state and local public expenditures ($)\nECAB: Economic ability index, in which income, retail sales, and the value of\noutput (manufactures, mineral, and agricultural) per capita are\nequally weighted.\nMET: Percentage of population living in standard metropolitan areas\nGROW: Percent change in population, 1950-1960\nYOUNG: Percent of population aged 5-19 years\nOLD: Percent of population over 65 years of age\nWEST: Western state (1) or not (0)",
    "format": "ARFF",
    "uploader": "Joaquin Vanschoren",
    "uploader_id": 2,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2014-10-07 00:04:02",
    "update_comment": "original file had weird quotes around real values, not valid ARFF",
    "last_update": "2015-08-22 00:15:58",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/1663467\/php3MBm7I",
    "kaggle_url": null,
    "default_target_attribute": "EX",
    "row_id_attribute": null,
    "ignore_attribute": "\"STATE\"",
    "runs": 0,
    "suggest": {
        "input": [
            "pubexpendat",
            "Datasets of Data And Story Library, project illustrating use of basic statistic methods, converted to arff format by Hakan Kjellerstrand. Source: TunedIT: http:\/\/tunedit.org\/repo\/DASL DASL file http:\/\/lib.stat.cmu.edu\/DASL\/Datafiles\/pubexpendat.html State Public Expenditures State Spending and Ability to Pay Reference: U.S. Department of Commerce, Bureau of the Census, Government Finances in 1960, Census of Population, 1960, Census of Manufactures, 1958, Statistical Abstract of the United States "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 48,
        "NumberOfFeatures": 8,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 7,
        "NumberOfSymbolicFeatures": 1,
        "Quartile3MutualInformation": null,
        "CfsSubsetEval_DecisionStumpErrRate": null,
        "RandomTreeDepth2ErrRate": null,
        "J48.00001.Kappa": null,
        "MeanAttributeEntropy": null,
        "MinorityClassSize": null,
        "PercentageOfSymbolicFeatures": 12.5,
        "Quartile3SkewnessOfNumericAtts": 1.8230161213872134,
        "CfsSubsetEval_DecisionStumpKappa": null,
        "RandomTreeDepth2Kappa": null,
        "J48.0001.AUC": null,
        "MeanKurtosisOfNumericAtts": 1.4955309856243129,
        "NaiveBayesAUC": null,
        "Quartile1AttributeEntropy": null,
        "Quartile3StdDevOfNumericAtts": 26.938797112967332,
        "CfsSubsetEval_NaiveBayesAUC": null,
        "RandomTreeDepth3AUC": null,
        "J48.0001.ErrRate": null,
        "MeanMeansOfNumericAtts": 69.44642857142858,
        "NaiveBayesErrRate": null,
        "Quartile1KurtosisOfNumericAtts": -1.1865990646495859,
        "REPTreeDepth1AUC": null,
        "CfsSubsetEval_NaiveBayesErrRate": null,
        "RandomTreeDepth3ErrRate": null,
        "J48.0001.Kappa": null,
        "MeanMutualInformation": null,
        "NaiveBayesKappa": null,
        "Quartile1MeansOfNumericAtts": 9.2125,
        "REPTreeDepth1ErrRate": null,
        "CfsSubsetEval_NaiveBayesKappa": null,
        "RandomTreeDepth3Kappa": null,
        "J48.001.AUC": null,
        "MeanNoiseToSignalRatio": null,
        "NumberOfBinaryFeatures": 0,
        "Quartile1MutualInformation": null,
        "REPTreeDepth1Kappa": null,
        "CfsSubsetEval_kNN1NAUC": null,
        "StdvNominalAttDistinctValues": null,
        "J48.001.ErrRate": null,
        "MeanNominalAttDistinctValues": null,
        "Quartile1SkewnessOfNumericAtts": -0.16260894906329973,
        "REPTreeDepth2AUC": null,
        "CfsSubsetEval_kNN1NErrRate": null,
        "kNN1NAUC": null,
        "J48.001.Kappa": null,
        "MeanSkewnessOfNumericAtts": 0.6153425760741766,
        "Quartile1StdDevOfNumericAtts": 1.6393596310755003,
        "REPTreeDepth2ErrRate": null,
        "CfsSubsetEval_kNN1NKappa": null,
        "kNN1NErrRate": null,
        "MajorityClassPercentage": null,
        "MeanStdDevOfNumericAtts": 18.736337375228224,
        "Quartile2AttributeEntropy": null,
        "Quartile2KurtosisOfNumericAtts": -0.6927757001724899,
        "REPTreeDepth2Kappa": null,
        "ClassEntropy": null,
        "kNN1NKappa": null,
        "MajorityClassSize": null,
        "MinAttributeEntropy": null,
        "Quartile2MeansOfNumericAtts": 28.114583333333332,
        "REPTreeDepth3AUC": null,
        "DecisionStumpAUC": null,
        "MaxAttributeEntropy": null,
        "MinKurtosisOfNumericAtts": -2.0888888888888895,
        "Quartile2MutualInformation": null,
        "REPTreeDepth3ErrRate": null,
        "DecisionStumpErrRate": null,
        "MaxKurtosisOfNumericAtts": 11.09300836788768,
        "MinMeansOfNumericAtts": 0.5,
        "Quartile2SkewnessOfNumericAtts": 0.16352674283453816,
        "REPTreeDepth3Kappa": null,
        "DecisionStumpKappa": null,
        "MaxMeansOfNumericAtts": 286.64583333333337,
        "MinMutualInformation": null,
        "Quartile2StdDevOfNumericAtts": 18.874749070710035,
        "RandomTreeDepth1AUC": null,
        "Dimensionality": 0.16666666666666666,
        "MaxMutualInformation": null,
        "MinNominalAttDistinctValues": null,
        "PercentageOfBinaryFeatures": 0,
        "Quartile3AttributeEntropy": null,
        "RandomTreeDepth1ErrRate": null,
        "EquivalentNumberOfAtts": null,
        "MaxNominalAttDistinctValues": null,
        "MinSkewnessOfNumericAtts": -0.36008620018170984,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": 3.6798871961011237,
        "AutoCorrelation": -50.61702127659574,
        "RandomTreeDepth1Kappa": null,
        "J48.00001.AUC": null,
        "MaxSkewnessOfNumericAtts": 2.3431589246642686,
        "MinStdDevOfNumericAtts": 0.5052911526399113,
        "PercentageOfMissingValues": 0,
        "Quartile3MeansOfNumericAtts": 96.75416666666666,
        "CfsSubsetEval_DecisionStumpAUC": null,
        "RandomTreeDepth2AUC": null,
        "J48.00001.ErrRate": null,
        "MaxStdDevOfNumericAtts": 58.794807117394576,
        "MinorityClassPercentage": null,
        "PercentageOfNumericFeatures": 87.5
    },
    "tags": [],
    "features": [
        {
            "name": "EX",
            "index": "0",
            "type": "numeric",
            "distinct": "40",
            "missing": "0",
            "target": "1",
            "min": "183",
            "max": "454",
            "mean": "287",
            "stdev": "59"
        },
        {
            "name": "ECAB",
            "index": "1",
            "type": "numeric",
            "distinct": "45",
            "missing": "0",
            "min": "57",
            "max": "205",
            "mean": "97",
            "stdev": "22"
        },
        {
            "name": "MET",
            "index": "2",
            "type": "numeric",
            "distinct": "46",
            "missing": "0",
            "min": "0",
            "max": "87",
            "mean": "46",
            "stdev": "27"
        },
        {
            "name": "GROW",
            "index": "3",
            "type": "numeric",
            "distinct": "44",
            "missing": "0",
            "min": "-7",
            "max": "78",
            "mean": "19",
            "stdev": "19"
        },
        {
            "name": "YOUNG",
            "index": "4",
            "type": "numeric",
            "distinct": "36",
            "missing": "0",
            "min": "24",
            "max": "33",
            "mean": "28",
            "stdev": "2"
        },
        {
            "name": "OLD",
            "index": "5",
            "type": "numeric",
            "distinct": "31",
            "missing": "0",
            "min": "5",
            "max": "12",
            "mean": "9",
            "stdev": "2"
        },
        {
            "name": "WEST",
            "index": "6",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "STATE",
            "index": "7",
            "type": "nominal",
            "distinct": "48",
            "missing": "0",
            "ignore": "1",
            "distr": []
        }
    ],
    "nr_of_issues": 0,
    "nr_of_downvotes": 0,
    "nr_of_likes": 0,
    "nr_of_downloads": 0,
    "total_downloads": 0,
    "reach": 0,
    "reuse": 0,
    "impact_of_reuse": 0,
    "reach_of_reuse": 0,
    "impact": 0
}