{
    "data_id": "1100",
    "name": "PopularKids",
    "exact_name": "PopularKids",
    "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\/PopularKids.html\n\nStudents' Goals\n,\n\nWhat Makes Kids Popular\n\nReference:   Chase, M. A., and Dummer, G. M. (1992), \"The Role of Sports as a Social Determinant for Children,\" Research Quarterly for Exercise and Sport, 63, 418-424\n\nAuthorization:   Contact authors\nDescription:        Subjects were students in grades 4-6 from three school districts in Ingham and Clinton Counties, Michigan.  Chase and Dummer stratified their sample, selecting students from urban, suburban, and rural school districts with approximately 1\/3 of their sample coming from each district.  Students indicated whether good grades, athletic ability, or popularity was most important to them.  They also ranked four factors:  grades, sports, looks, and money, in order of their importance for popularity.  The questionnaire also asked for gender, grade level, and other demographic information.\nNumber of cases:   478\nVariable Names:\n\nGender:   Boy or girl\nGrade:   4, 5 or 6\nAge:   Age in years\nRace:   White, Other\nUrban\/Rural:   Rural, Suburban, or Urban school district\nSchool:   Brentwood Elementary, Brentwood Middle, Ridge, Sand, Eureka, Brown, Main, Portage, Westdale Middle\nGoals:   Student's choice in the personal goals question where options were 1 = Make Good Grades,  2 = Be Popular,  3 = Be Good in Sports\nGrades:   Rank of \"make good grades\"  (1=most important for popularity, 4=least important)\nSports:   Rank of \"being good at sports\"  (1=most important for popularity, 4=least important)\nLooks:   Rank of \"being handsome or pretty\"  (1=most important for popularity, 4=least important)\nMoney:   Rank of \"having lots of money\"  (1=most important for popularity, 4=least important)",
    "format": "ARFF",
    "uploader": "Joaquin Vanschoren",
    "uploader_id": 2,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2014-10-07 00:04:05",
    "update_comment": "set target feature",
    "last_update": "2014-10-07 02:58:29",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/53983\/PopularKids.arff",
    "default_target_attribute": "Goals",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 593,
    "suggest": {
        "input": [
            "PopularKids",
            "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\/PopularKids.html Students' Goals , What Makes Kids Popular Reference: Chase, M. A., and Dummer, G. M. (1992), \"The Role of Sports as a Social Determinant for Children,\" Research Quarterly for Exercise and Sport, 63, 418-424 Authorization: Contact authors Description: "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 478,
        "NumberOfFeatures": 11,
        "NumberOfClasses": 3,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 6,
        "NumberOfSymbolicFeatures": 5,
        "REPTreeDepth3Kappa": 0.15307362429735097,
        "DecisionStumpKappa": 0.07464534838153464,
        "MaxMeansOfNumericAtts": 10.422594142259415,
        "MinMutualInformation": 0.00221623389297,
        "Quartile2SkewnessOfNumericAtts": -0.09975320527854276,
        "RandomTreeDepth1AUC": 0.5555812085813638,
        "Dimensionality": 0.02301255230125523,
        "MaxMutualInformation": 0.05379961604841,
        "MinNominalAttDistinctValues": 2,
        "PercentageOfBinaryFeatures": 18.181818181818183,
        "Quartile2StdDevOfNumericAtts": 0.9810109281843439,
        "RandomTreeDepth1ErrRate": 0.5313807531380753,
        "EquivalentNumberOfAtts": 50.14276086261891,
        "MaxNominalAttDistinctValues": 9,
        "MinSkewnessOfNumericAtts": -0.9043067159914666,
        "PercentageOfInstancesWithMissingValues": 0,
        "Quartile3AttributeEntropy": 2.7000036278463355,
        "RandomTreeDepth1Kappa": 0.10847743877813269,
        "J48.00001.AUC": 0.5732055670964608,
        "MaxSkewnessOfNumericAtts": 0.4811789041476753,
        "MinStdDevOfNumericAtts": 0.7843208847118456,
        "PercentageOfMissingValues": 0,
        "Quartile3KurtosisOfNumericAtts": -0.4755187545116384,
        "AutoCorrelation": 0.43186582809224316,
        "RandomTreeDepth2AUC": 0.5555812085813638,
        "J48.00001.ErrRate": 0.5,
        "MaxStdDevOfNumericAtts": 1.0805497189211855,
        "MinorityClassPercentage": 18.828451882845187,
        "PercentageOfNumericFeatures": 54.54545454545454,
        "Quartile3MeansOfNumericAtts": 6.456066945606696,
        "CfsSubsetEval_DecisionStumpAUC": 0.5646588163322438,
        "RandomTreeDepth2ErrRate": 0.5313807531380753,
        "J48.00001.Kappa": 0.1026470819260074,
        "MeanAttributeEntropy": 1.5092551514093075,
        "MinorityClassSize": 90,
        "PercentageOfSymbolicFeatures": 45.45454545454545,
        "Quartile3MutualInformation": 0.04856254322634,
        "CfsSubsetEval_DecisionStumpErrRate": 0.4560669456066946,
        "RandomTreeDepth2Kappa": 0.10847743877813269,
        "J48.0001.AUC": 0.5732055670964608,
        "MeanKurtosisOfNumericAtts": -0.8969558981848206,
        "NaiveBayesAUC": 0.620574923314953,
        "Quartile1AttributeEntropy": 0.5386311214925219,
        "Quartile3SkewnessOfNumericAtts": 0.4586928386227175,
        "CfsSubsetEval_DecisionStumpKappa": 0.16068077291728752,
        "RandomTreeDepth3AUC": 0.5555812085813638,
        "J48.0001.ErrRate": 0.5,
        "MeanMeansOfNumericAtts": 4.259414225941423,
        "NaiveBayesErrRate": 0.49581589958158995,
        "Quartile1KurtosisOfNumericAtts": -1.276841711666307,
        "Quartile3StdDevOfNumericAtts": 1.0719484079007215,
        "CfsSubsetEval_NaiveBayesAUC": 0.5646588163322438,
        "RandomTreeDepth3ErrRate": 0.5313807531380753,
        "J48.0001.Kappa": 0.1026470819260074,
        "MeanMutualInformation": 0.0292230100185275,
        "NaiveBayesKappa": 0.16956097847042514,
        "Quartile1MeansOfNumericAtts": 2.0967573221757325,
        "REPTreeDepth1AUC": 0.6159067101334956,
        "CfsSubsetEval_NaiveBayesErrRate": 0.4560669456066946,
        "RandomTreeDepth3Kappa": 0.10847743877813269,
        "J48.001.AUC": 0.5732055670964608,
        "MeanNoiseToSignalRatio": 50.646122369065814,
        "NumberOfBinaryFeatures": 2,
        "Quartile1MutualInformation": 0.0086683917628775,
        "REPTreeDepth1ErrRate": 0.47280334728033474,
        "CfsSubsetEval_NaiveBayesKappa": 0.16068077291728752,
        "CfsSubsetEval_kNN1NAUC": 0.5646588163322438,
        "StdvNominalAttDistinctValues": 2.9495762407505253,
        "J48.001.ErrRate": 0.5,
        "MeanNominalAttDistinctValues": 3.8,
        "Quartile1SkewnessOfNumericAtts": -0.4061007023563499,
        "REPTreeDepth1Kappa": 0.15307362429735097,
        "CfsSubsetEval_kNN1NErrRate": 0.4560669456066946,
        "kNN1NAUC": 0.5997139992089031,
        "J48.001.Kappa": 0.1026470819260074,
        "MeanSkewnessOfNumericAtts": -0.06857812834963159,
        "Quartile1StdDevOfNumericAtts": 0.9077705459253144,
        "REPTreeDepth2AUC": 0.6159067101334956,
        "CfsSubsetEval_kNN1NKappa": 0.16068077291728752,
        "kNN1NErrRate": 0.5083682008368201,
        "MajorityClassPercentage": 51.67364016736402,
        "MeanStdDevOfNumericAtts": 0.9741490328709038,
        "Quartile2AttributeEntropy": 1.2891307048890654,
        "REPTreeDepth2ErrRate": 0.47280334728033474,
        "ClassEntropy": 1.465322403044941,
        "kNN1NKappa": 0.1541548029099276,
        "MajorityClassSize": 247,
        "MinAttributeEntropy": 0.38544791404155193,
        "Quartile2KurtosisOfNumericAtts": -0.9819931923925896,
        "REPTreeDepth2Kappa": 0.15307362429735097,
        "REPTreeDepth3AUC": 0.6159067101334956,
        "DecisionStumpAUC": 0.5614843959438273,
        "MaxAttributeEntropy": 3.0733112818175474,
        "MinKurtosisOfNumericAtts": -1.3373578318684831,
        "Quartile2MeansOfNumericAtts": 2.9069037656903767,
        "REPTreeDepth3ErrRate": 0.47280334728033474,
        "DecisionStumpErrRate": 0.5167364016736402,
        "MaxKurtosisOfNumericAtts": -0.2845447422612417,
        "MinMeansOfNumericAtts": 2.0857740585774054,
        "Quartile2MutualInformation": 0.030438095066365002
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Chemistry"
        },
        {
            "uploader": "38960",
            "tag": "Life Science"
        },
        {
            "uploader": "3886",
            "tag": "study_123"
        },
        {
            "uploader": "64",
            "tag": "study_52"
        },
        {
            "uploader": "64",
            "tag": "study_7"
        },
        {
            "uploader": "4209",
            "tag": "study_88"
        }
    ],
    "features": [
        {
            "name": "Goals",
            "index": "6",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "Grades",
                    "Popular",
                    "Sports"
                ],
                [
                    [
                        "247",
                        "0",
                        "0"
                    ],
                    [
                        "0",
                        "141",
                        "0"
                    ],
                    [
                        "0",
                        "0",
                        "90"
                    ]
                ]
            ]
        },
        {
            "name": "Gender",
            "index": "0",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "boy",
                    "girl"
                ],
                [
                    [
                        "117",
                        "50",
                        "60"
                    ],
                    [
                        "130",
                        "91",
                        "30"
                    ]
                ]
            ]
        },
        {
            "name": "Grade",
            "index": "1",
            "type": "numeric",
            "distinct": "3",
            "missing": "0",
            "min": "4",
            "max": "6",
            "mean": "5",
            "stdev": "1"
        },
        {
            "name": "Age",
            "index": "2",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "7",
            "max": "13",
            "mean": "10",
            "stdev": "1"
        },
        {
            "name": "Race",
            "index": "3",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "Other",
                    "White"
                ],
                [
                    [
                        "22",
                        "9",
                        "5"
                    ],
                    [
                        "225",
                        "132",
                        "85"
                    ]
                ]
            ]
        },
        {
            "name": "Urban\/Rural",
            "index": "4",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": [
                [
                    "Rural",
                    "Suburban",
                    "Urban"
                ],
                [
                    [
                        "57",
                        "50",
                        "42"
                    ],
                    [
                        "87",
                        "42",
                        "22"
                    ],
                    [
                        "103",
                        "49",
                        "26"
                    ]
                ]
            ]
        },
        {
            "name": "School",
            "index": "5",
            "type": "nominal",
            "distinct": "9",
            "missing": "0",
            "distr": [
                [
                    "Brentwood Elementary",
                    "Brentwood Middle",
                    "Brown Middle",
                    "Elm",
                    "Main",
                    "Portage",
                    "Ridge",
                    "Sand",
                    "Westdale Middle"
                ],
                [
                    [
                        "40",
                        "17",
                        "10"
                    ],
                    [
                        "47",
                        "25",
                        "12"
                    ],
                    [
                        "22",
                        "14",
                        "16"
                    ],
                    [
                        "4",
                        "11",
                        "6"
                    ],
                    [
                        "45",
                        "12",
                        "11"
                    ],
                    [
                        "30",
                        "20",
                        "11"
                    ],
                    [
                        "16",
                        "18",
                        "14"
                    ],
                    [
                        "15",
                        "7",
                        "6"
                    ],
                    [
                        "28",
                        "17",
                        "4"
                    ]
                ]
            ]
        },
        {
            "name": "Grades",
            "index": "7",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "Sports",
            "index": "8",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "Looks",
            "index": "9",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "Money",
            "index": "10",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        }
    ],
    "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
}