{
    "data_id": "42723",
    "name": "colleges",
    "exact_name": "colleges",
    "version": 12,
    "version_label": null,
    "description": "Version with corrected feature types. 'PrivacySuppressed' are converted to None.\nRegroups information for about 7800 different US colleges. Including geographical information, stats about the population attending and post graduation career earnings.",
    "format": "arff",
    "uploader": "Pieter Gijsbers",
    "uploader_id": 869,
    "visibility": "public",
    "creator": "\"NA\"",
    "contributor": null,
    "date": "2020-11-16 17:50:46",
    "update_comment": null,
    "last_update": "2020-11-16 17:50:46",
    "licence": "NA",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/22044753\/dataset",
    "default_target_attribute": "percent_pell_grant",
    "row_id_attribute": "UNITID",
    "ignore_attribute": "\"UNITID\"",
    "runs": 0,
    "suggest": {
        "input": [
            "colleges",
            "Version with corrected feature types. 'PrivacySuppressed' are converted to None. Regroups information for about 7800 different US colleges. Including geographical information, stats about the population attending and post graduation career earnings. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 7063,
        "NumberOfFeatures": 47,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 104305,
        "NumberOfInstancesWithMissingValues": 7063,
        "NumberOfNumericFeatures": 33,
        "NumberOfSymbolicFeatures": 11,
        "Dimensionality": 0.006654396148945208,
        "PercentageOfNumericFeatures": 70.2127659574468,
        "MajorityClassPercentage": null,
        "PercentageOfSymbolicFeatures": 23.404255319148938,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 100,
        "AutoCorrelation": 0.7872184225431891,
        "PercentageOfMissingValues": 31.420859679299678
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Computer Systems"
        },
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        }
    ],
    "features": [
        {
            "name": "percent_pell_grant",
            "index": "30",
            "type": "numeric",
            "distinct": "4502",
            "missing": "0",
            "target": "1",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "UNITID",
            "index": "0",
            "type": "numeric",
            "distinct": "7063",
            "missing": "0",
            "identifier": "1",
            "ignore": "1",
            "min": "100654",
            "max": "483212",
            "mean": "283687",
            "stdev": "132384"
        },
        {
            "name": "school_name",
            "index": "1",
            "type": "string",
            "distinct": "6961",
            "missing": "0"
        },
        {
            "name": "city",
            "index": "2",
            "type": "string",
            "distinct": "2461",
            "missing": "0"
        },
        {
            "name": "state",
            "index": "3",
            "type": "nominal",
            "distinct": "59",
            "missing": "0",
            "distr": []
        },
        {
            "name": "zip",
            "index": "4",
            "type": "nominal",
            "distinct": "6039",
            "missing": "0",
            "distr": []
        },
        {
            "name": "school_webpage",
            "index": "5",
            "type": "string",
            "distinct": "5710",
            "missing": "56"
        },
        {
            "name": "latitude",
            "index": "6",
            "type": "numeric",
            "distinct": "6508",
            "missing": "342",
            "min": "-14",
            "max": "71",
            "mean": "37",
            "stdev": "6"
        },
        {
            "name": "longitude",
            "index": "7",
            "type": "numeric",
            "distinct": "6598",
            "missing": "342",
            "min": "-171",
            "max": "171",
            "mean": "-90",
            "stdev": "18"
        },
        {
            "name": "admission_rate",
            "index": "8",
            "type": "numeric",
            "distinct": "1739",
            "missing": "4847",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "sat_verbal_midrange",
            "index": "9",
            "type": "numeric",
            "distinct": "164",
            "missing": "5763",
            "min": "290",
            "max": "760",
            "mean": "522",
            "stdev": "68"
        },
        {
            "name": "sat_math_midrange",
            "index": "10",
            "type": "numeric",
            "distinct": "163",
            "missing": "5749",
            "min": "310",
            "max": "785",
            "mean": "531",
            "stdev": "72"
        },
        {
            "name": "sat_writing_midrange",
            "index": "11",
            "type": "numeric",
            "distinct": "131",
            "missing": "6270",
            "min": "350",
            "max": "755",
            "mean": "521",
            "stdev": "78"
        },
        {
            "name": "act_combined_midrange",
            "index": "12",
            "type": "numeric",
            "distinct": "22",
            "missing": "5722",
            "min": "2",
            "max": "34",
            "mean": "23",
            "stdev": "3"
        },
        {
            "name": "act_english_midrange",
            "index": "13",
            "type": "numeric",
            "distinct": "24",
            "missing": "5899",
            "min": "2",
            "max": "34",
            "mean": "23",
            "stdev": "4"
        },
        {
            "name": "act_math_midrange",
            "index": "14",
            "type": "numeric",
            "distinct": "24",
            "missing": "5898",
            "min": "2",
            "max": "35",
            "mean": "23",
            "stdev": "3"
        },
        {
            "name": "act_writing_midrange",
            "index": "15",
            "type": "numeric",
            "distinct": "8",
            "missing": "6763",
            "min": "5",
            "max": "12",
            "mean": "8",
            "stdev": "1"
        },
        {
            "name": "sat_total_average",
            "index": "16",
            "type": "numeric",
            "distinct": "477",
            "missing": "5644",
            "min": "666",
            "max": "1534",
            "mean": "1057",
            "stdev": "132"
        },
        {
            "name": "undergrad_size",
            "index": "17",
            "type": "numeric",
            "distinct": "3020",
            "missing": "1",
            "min": "0",
            "max": "166816",
            "mean": "2341",
            "stdev": "5452"
        },
        {
            "name": "percent_white",
            "index": "18",
            "type": "numeric",
            "distinct": "4453",
            "missing": "1",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "percent_black",
            "index": "19",
            "type": "numeric",
            "distinct": "3277",
            "missing": "1",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "percent_hispanic",
            "index": "20",
            "type": "numeric",
            "distinct": "2802",
            "missing": "1",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "percent_asian",
            "index": "21",
            "type": "numeric",
            "distinct": "1239",
            "missing": "1",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "percent_part_time",
            "index": "22",
            "type": "numeric",
            "distinct": "3466",
            "missing": "6",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "average_cost_academic_year",
            "index": "23",
            "type": "numeric",
            "distinct": "3802",
            "missing": "2928",
            "min": "4157",
            "max": "74473",
            "mean": "24353",
            "stdev": "12174"
        },
        {
            "name": "average_cost_program_year",
            "index": "24",
            "type": "numeric",
            "distinct": "2349",
            "missing": "4522",
            "min": "3057",
            "max": "89422",
            "mean": "18495",
            "stdev": "6355"
        },
        {
            "name": "tuition_(instate)",
            "index": "25",
            "type": "numeric",
            "distinct": "2981",
            "missing": "2926",
            "min": "80",
            "max": "64900",
            "mean": "13948",
            "stdev": "10859"
        },
        {
            "name": "tuition_(out_of_state)",
            "index": "26",
            "type": "numeric",
            "distinct": "3039",
            "missing": "2926",
            "min": "80",
            "max": "64900",
            "mean": "16442",
            "stdev": "9893"
        },
        {
            "name": "spend_per_student",
            "index": "27",
            "type": "numeric",
            "distinct": "5294",
            "missing": "11",
            "min": "0",
            "max": "307089",
            "mean": "6522",
            "stdev": "7825"
        },
        {
            "name": "faculty_salary",
            "index": "28",
            "type": "numeric",
            "distinct": "3297",
            "missing": "2672",
            "min": "269",
            "max": "23611",
            "mean": "5928",
            "stdev": "2194"
        },
        {
            "name": "percent_part_time_faculty",
            "index": "29",
            "type": "numeric",
            "distinct": "2332",
            "missing": "3161",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "completion_rate",
            "index": "31",
            "type": "numeric",
            "distinct": "1912",
            "missing": "4617",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "predominant_degree",
            "index": "32",
            "type": "nominal",
            "distinct": "3",
            "missing": "75",
            "distr": []
        },
        {
            "name": "highest_degree",
            "index": "33",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": []
        },
        {
            "name": "ownership",
            "index": "34",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        },
        {
            "name": "region",
            "index": "35",
            "type": "nominal",
            "distinct": "10",
            "missing": "0",
            "distr": []
        },
        {
            "name": "gender",
            "index": "36",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        },
        {
            "name": "carnegie_basic_classification",
            "index": "37",
            "type": "nominal",
            "distinct": "33",
            "missing": "2986",
            "distr": []
        },
        {
            "name": "carnegie_undergraduate",
            "index": "38",
            "type": "nominal",
            "distinct": "13",
            "missing": "3506",
            "distr": []
        },
        {
            "name": "carnegie_size",
            "index": "39",
            "type": "nominal",
            "distinct": "17",
            "missing": "3505",
            "distr": []
        },
        {
            "name": "religious_affiliation",
            "index": "40",
            "type": "nominal",
            "distinct": "55",
            "missing": "6260",
            "distr": []
        },
        {
            "name": "percent_female",
            "index": "41",
            "type": "numeric",
            "distinct": "101",
            "missing": "1510",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "agege24",
            "index": "42",
            "type": "numeric",
            "distinct": "99",
            "missing": "1510",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "faminc",
            "index": "43",
            "type": "numeric",
            "distinct": "4777",
            "missing": "1510",
            "min": "640",
            "max": "134102",
            "mean": "41946",
            "stdev": "23651"
        },
        {
            "name": "mean_earnings_6_years",
            "index": "44",
            "type": "numeric",
            "distinct": "494",
            "missing": "1451",
            "min": "9300",
            "max": "106900",
            "mean": "29280",
            "stdev": "10138"
        },
        {
            "name": "median_earnings_6_years",
            "index": "45",
            "type": "numeric",
            "distinct": "489",
            "missing": "1451",
            "min": "7000",
            "max": "117400",
            "mean": "26519",
            "stdev": "9705"
        },
        {
            "name": "mean_earnings_10_years",
            "index": "46",
            "type": "numeric",
            "distinct": "607",
            "missing": "1736",
            "min": "12300",
            "max": "162000",
            "mean": "36445",
            "stdev": "13426"
        },
        {
            "name": "median_earnings_10_years",
            "index": "47",
            "type": "numeric",
            "distinct": "568",
            "missing": "1736",
            "min": "8400",
            "max": "121500",
            "mean": "32555",
            "stdev": "11947"
        }
    ],
    "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
}