{
    "data_id": "46518",
    "name": "Give-Me-Some-Credit-Sampled-Preprocessed",
    "exact_name": "Give-Me-Some-Credit-Sampled-Preprocessed",
    "version": 1,
    "version_label": "example",
    "description": "Dataset is uploaded from kaggle, see citation for the link.",
    "format": "arff",
    "uploader": "B Gun",
    "uploader_id": 45575,
    "visibility": "public",
    "creator": "\"M. Freurer\"",
    "contributor": null,
    "date": "2024-12-06 14:43:58",
    "update_comment": null,
    "last_update": "2024-12-06 14:43:58",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22121178\/dataset",
    "kaggle_url": null,
    "default_target_attribute": "seriousdlqin2yrs",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "Give-Me-Some-Credit-Sampled-Preprocessed",
            "Dataset is uploaded from kaggle, see citation for the link. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 45000,
        "NumberOfFeatures": 11,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 10132,
        "NumberOfInstancesWithMissingValues": 8972,
        "NumberOfNumericFeatures": 10,
        "NumberOfSymbolicFeatures": 1,
        "PercentageOfBinaryFeatures": 9.090909090909092,
        "PercentageOfInstancesWithMissingValues": 19.937777777777775,
        "PercentageOfMissingValues": 2.0468686868686867,
        "AutoCorrelation": 0.9999777772839397,
        "PercentageOfNumericFeatures": 90.9090909090909,
        "Dimensionality": 0.00024444444444444443,
        "PercentageOfSymbolicFeatures": 9.090909090909092,
        "MajorityClassPercentage": 93.31555555555555,
        "MajorityClassSize": 41992,
        "MinorityClassPercentage": 6.684444444444444,
        "MinorityClassSize": 3008,
        "NumberOfBinaryFeatures": 1
    },
    "tags": [],
    "features": [
        {
            "name": "seriousdlqin2yrs",
            "index": "10",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "41992",
                        "0"
                    ],
                    [
                        "0",
                        "3008"
                    ]
                ]
            ]
        },
        {
            "name": "revolvingutilizationofunsecuredlines",
            "index": "0",
            "type": "numeric",
            "distinct": "38371",
            "missing": "0",
            "min": "0",
            "max": "50708",
            "mean": "7",
            "stdev": "301"
        },
        {
            "name": "age",
            "index": "1",
            "type": "numeric",
            "distinct": "81",
            "missing": "0",
            "min": "0",
            "max": "107",
            "mean": "52",
            "stdev": "15"
        },
        {
            "name": "numberoftime30-59dayspastduenotworse",
            "index": "2",
            "type": "numeric",
            "distinct": "14",
            "missing": "0",
            "min": "0",
            "max": "98",
            "mean": "0",
            "stdev": "4"
        },
        {
            "name": "debtratio",
            "index": "3",
            "type": "numeric",
            "distinct": "37685",
            "missing": "0",
            "min": "0",
            "max": "326442",
            "mean": "351",
            "stdev": "1929"
        },
        {
            "name": "monthlyincome",
            "index": "4",
            "type": "numeric",
            "distinct": "8383",
            "missing": "8972",
            "min": "0",
            "max": "3008750",
            "mean": "6699",
            "stdev": "17691"
        },
        {
            "name": "numberofopencreditlinesandloans",
            "index": "5",
            "type": "numeric",
            "distinct": "53",
            "missing": "0",
            "min": "0",
            "max": "57",
            "mean": "8",
            "stdev": "5"
        },
        {
            "name": "numberoftimes90dayslate",
            "index": "6",
            "type": "numeric",
            "distinct": "15",
            "missing": "0",
            "min": "0",
            "max": "98",
            "mean": "0",
            "stdev": "4"
        },
        {
            "name": "numberrealestateloansorlines",
            "index": "7",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "0",
            "max": "25",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "numberoftime60-89dayspastduenotworse",
            "index": "8",
            "type": "numeric",
            "distinct": "11",
            "missing": "0",
            "min": "0",
            "max": "98",
            "mean": "0",
            "stdev": "4"
        },
        {
            "name": "numberofdependents",
            "index": "9",
            "type": "numeric",
            "distinct": "10",
            "missing": "1160",
            "min": "0",
            "max": "10",
            "mean": "1",
            "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
}