DEVELOPMENT...      {
    "data_id": "44561",
    "name": "madeline_seed_3_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "exact_name": "madeline_seed_3_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "version": 1,
    "version_label": "16193df4-f0df-445e-9881-bc69f7f386d8",
    "description": "Subsampling of the dataset madeline (41144) with\n\nseed=3\nargs.nrows=2000\nargs.ncols=100\nargs.nclasses=10\nargs.no_stratify=True\nGenerated with the following source code:\n\n\n```python\n    def subsample(\n        self,\n        seed: int,\n        nrows_max: int = 2_000,\n        ncols_max: int = 100,\n        nclasses_max: int = 10,\n        stratified: bool = True,\n    ) -> Dataset:\n        rng = np.random.default_rng(seed)\n\n        x = self.x\n        y = self.y\n\n        # Uniformly sample\n        classes = y.unique()\n        if len(classes) > nclasses_max:\n            vcs = y.value_counts()\n            selected_classes = rng.choice(\n                classes,\n                size=nclasses_max,\n                replace=False,\n                p=vcs \/ sum(vcs),\n            )\n\n            # Select the indices where one of these classes is present\n            idxs = y.index[y.isin(classes)]\n            x = x.iloc[idxs]\n            y = y.iloc[idxs]\n\n        # Uniformly sample columns if required\n        if len(x.columns) > ncols_max:\n            columns_idxs = rng.choice(\n                list(range(len(x.columns))), size=ncols_max, replace=False\n            )\n            sorted_column_idxs = sorted(columns_idxs)\n            selected_columns = list(x.columns[sorted_column_idxs])\n            x = x[selected_columns]\n        else:\n            sorted_column_idxs = list(range(len(x.columns)))\n\n        if len(x) > nrows_max:\n            # Stratify accordingly\n            target_name = y.name\n            data = pd.concat((x, y), axis=\"columns\")\n            _, subset = train_test_split(\n                data,\n                test_size=nrows_max,\n                stratify=data[target_name],\n                shuffle=True,\n                random_state=seed,\n            )\n            x = subset.drop(target_name, axis=\"columns\")\n            y = subset[target_name]\n\n        # We need to convert categorical columns to string for openml\n        categorical_mask = [self.categorical_mask[i] for i in sorted_column_idxs]\n        columns = list(x.columns)\n\n        return Dataset(\n            # Technically this is not the same but it's where it was derived from\n            dataset=self.dataset,\n            x=x,\n            y=y,\n            categorical_mask=categorical_mask,\n            columns=columns,\n        )\n```",
    "format": "arff",
    "uploader": "David Wilson",
    "uploader_id": 32840,
    "visibility": "public",
    "creator": "\"Eddie Bergman\"",
    "contributor": null,
    "date": "2022-11-17 18:33:16",
    "update_comment": null,
    "last_update": "2022-11-17 18:33:16",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111323\/dataset",
    "default_target_attribute": "class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "madeline_seed_3_nrows_2000_nclasses_10_ncols_100_stratify_True",
            "Subsampling of the dataset madeline (41144) with seed=3 args.nrows=2000 args.ncols=100 args.nclasses=10 args.no_stratify=True Generated with the following source code: ```python def subsample( self, seed: int, nrows_max: int = 2_000, ncols_max: int = 100, nclasses_max: int = 10, stratified: bool = True, ) -> Dataset: rng = np.random.default_rng(seed) x = self.x y = self.y # Uniformly sample classes = y.unique() if len(classes) > nclasses_max: vcs = y.value_counts() selected_classes = rng.choice( "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 2000,
        "NumberOfFeatures": 101,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 100,
        "NumberOfSymbolicFeatures": 1,
        "PercentageOfSymbolicFeatures": 0.9900990099009901,
        "AutoCorrelation": 0.5002501250625313,
        "PercentageOfNumericFeatures": 99.00990099009901,
        "PercentageOfMissingValues": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfBinaryFeatures": 0.9900990099009901,
        "NumberOfBinaryFeatures": 1,
        "MinorityClassSize": 994,
        "MinorityClassPercentage": 49.7,
        "MajorityClassSize": 1006,
        "MajorityClassPercentage": 50.3,
        "Dimensionality": 0.0505
    },
    "tags": [],
    "features": [
        {
            "name": "class",
            "index": "100",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "994",
                        "0"
                    ],
                    [
                        "0",
                        "1006"
                    ]
                ]
            ]
        },
        {
            "name": "V1",
            "index": "0",
            "type": "numeric",
            "distinct": "189",
            "missing": "0",
            "min": "379",
            "max": "611",
            "mean": "488",
            "stdev": "36"
        },
        {
            "name": "V2",
            "index": "1",
            "type": "numeric",
            "distinct": "123",
            "missing": "0",
            "min": "421",
            "max": "570",
            "mean": "497",
            "stdev": "22"
        },
        {
            "name": "V6",
            "index": "2",
            "type": "numeric",
            "distinct": "30",
            "missing": "0",
            "min": "465",
            "max": "494",
            "mean": "479",
            "stdev": "5"
        },
        {
            "name": "V7",
            "index": "3",
            "type": "numeric",
            "distinct": "156",
            "missing": "0",
            "min": "400",
            "max": "594",
            "mean": "491",
            "stdev": "28"
        },
        {
            "name": "V9",
            "index": "4",
            "type": "numeric",
            "distinct": "111",
            "missing": "0",
            "min": "431",
            "max": "566",
            "mean": "493",
            "stdev": "19"
        },
        {
            "name": "V14",
            "index": "5",
            "type": "numeric",
            "distinct": "161",
            "missing": "0",
            "min": "385",
            "max": "603",
            "mean": "498",
            "stdev": "29"
        },
        {
            "name": "V16",
            "index": "6",
            "type": "numeric",
            "distinct": "147",
            "missing": "0",
            "min": "415",
            "max": "580",
            "mean": "496",
            "stdev": "26"
        },
        {
            "name": "V21",
            "index": "7",
            "type": "numeric",
            "distinct": "163",
            "missing": "0",
            "min": "401",
            "max": "605",
            "mean": "503",
            "stdev": "29"
        },
        {
            "name": "V27",
            "index": "8",
            "type": "numeric",
            "distinct": "225",
            "missing": "0",
            "min": "332",
            "max": "641",
            "mean": "507",
            "stdev": "43"
        },
        {
            "name": "V28",
            "index": "9",
            "type": "numeric",
            "distinct": "137",
            "missing": "0",
            "min": "406",
            "max": "585",
            "mean": "482",
            "stdev": "24"
        },
        {
            "name": "V29",
            "index": "10",
            "type": "numeric",
            "distinct": "229",
            "missing": "0",
            "min": "362",
            "max": "670",
            "mean": "515",
            "stdev": "42"
        },
        {
            "name": "V30",
            "index": "11",
            "type": "numeric",
            "distinct": "91",
            "missing": "0",
            "min": "441",
            "max": "542",
            "mean": "488",
            "stdev": "15"
        },
        {
            "name": "V33",
            "index": "12",
            "type": "numeric",
            "distinct": "206",
            "missing": "0",
            "min": "347",
            "max": "613",
            "mean": "483",
            "stdev": "38"
        },
        {
            "name": "V39",
            "index": "13",
            "type": "numeric",
            "distinct": "73",
            "missing": "0",
            "min": "440",
            "max": "517",
            "mean": "477",
            "stdev": "12"
        },
        {
            "name": "V41",
            "index": "14",
            "type": "numeric",
            "distinct": "192",
            "missing": "0",
            "min": "385",
            "max": "641",
            "mean": "495",
            "stdev": "35"
        },
        {
            "name": "V47",
            "index": "15",
            "type": "numeric",
            "distinct": "99",
            "missing": "0",
            "min": "413",
            "max": "545",
            "mean": "479",
            "stdev": "17"
        },
        {
            "name": "V48",
            "index": "16",
            "type": "numeric",
            "distinct": "85",
            "missing": "0",
            "min": "444",
            "max": "533",
            "mean": "488",
            "stdev": "14"
        },
        {
            "name": "V52",
            "index": "17",
            "type": "numeric",
            "distinct": "59",
            "missing": "0",
            "min": "450",
            "max": "512",
            "mean": "481",
            "stdev": "9"
        },
        {
            "name": "V53",
            "index": "18",
            "type": "numeric",
            "distinct": "255",
            "missing": "0",
            "min": "346",
            "max": "661",
            "mean": "496",
            "stdev": "58"
        },
        {
            "name": "V55",
            "index": "19",
            "type": "numeric",
            "distinct": "202",
            "missing": "0",
            "min": "350",
            "max": "613",
            "mean": "493",
            "stdev": "36"
        },
        {
            "name": "V56",
            "index": "20",
            "type": "numeric",
            "distinct": "205",
            "missing": "0",
            "min": "379",
            "max": "640",
            "mean": "514",
            "stdev": "39"
        },
        {
            "name": "V57",
            "index": "21",
            "type": "numeric",
            "distinct": "86",
            "missing": "0",
            "min": "444",
            "max": "538",
            "mean": "489",
            "stdev": "14"
        },
        {
            "name": "V58",
            "index": "22",
            "type": "numeric",
            "distinct": "121",
            "missing": "0",
            "min": "409",
            "max": "571",
            "mean": "494",
            "stdev": "21"
        },
        {
            "name": "V59",
            "index": "23",
            "type": "numeric",
            "distinct": "167",
            "missing": "0",
            "min": "383",
            "max": "586",
            "mean": "489",
            "stdev": "31"
        },
        {
            "name": "V62",
            "index": "24",
            "type": "numeric",
            "distinct": "158",
            "missing": "0",
            "min": "397",
            "max": "583",
            "mean": "488",
            "stdev": "29"
        },
        {
            "name": "V63",
            "index": "25",
            "type": "numeric",
            "distinct": "204",
            "missing": "0",
            "min": "378",
            "max": "643",
            "mean": "501",
            "stdev": "38"
        },
        {
            "name": "V65",
            "index": "26",
            "type": "numeric",
            "distinct": "222",
            "missing": "0",
            "min": "348",
            "max": "624",
            "mean": "489",
            "stdev": "42"
        },
        {
            "name": "V70",
            "index": "27",
            "type": "numeric",
            "distinct": "156",
            "missing": "0",
            "min": "393",
            "max": "605",
            "mean": "484",
            "stdev": "28"
        },
        {
            "name": "V71",
            "index": "28",
            "type": "numeric",
            "distinct": "217",
            "missing": "0",
            "min": "317",
            "max": "646",
            "mean": "479",
            "stdev": "50"
        },
        {
            "name": "V75",
            "index": "29",
            "type": "numeric",
            "distinct": "214",
            "missing": "0",
            "min": "346",
            "max": "607",
            "mean": "487",
            "stdev": "46"
        },
        {
            "name": "V78",
            "index": "30",
            "type": "numeric",
            "distinct": "127",
            "missing": "0",
            "min": "403",
            "max": "548",
            "mean": "479",
            "stdev": "22"
        },
        {
            "name": "V80",
            "index": "31",
            "type": "numeric",
            "distinct": "50",
            "missing": "0",
            "min": "454",
            "max": "508",
            "mean": "480",
            "stdev": "8"
        },
        {
            "name": "V82",
            "index": "32",
            "type": "numeric",
            "distinct": "149",
            "missing": "0",
            "min": "415",
            "max": "602",
            "mean": "500",
            "stdev": "26"
        },
        {
            "name": "V83",
            "index": "33",
            "type": "numeric",
            "distinct": "165",
            "missing": "0",
            "min": "387",
            "max": "594",
            "mean": "493",
            "stdev": "30"
        },
        {
            "name": "V94",
            "index": "34",
            "type": "numeric",
            "distinct": "188",
            "missing": "0",
            "min": "355",
            "max": "603",
            "mean": "481",
            "stdev": "35"
        },
        {
            "name": "V95",
            "index": "35",
            "type": "numeric",
            "distinct": "123",
            "missing": "0",
            "min": "420",
            "max": "576",
            "mean": "497",
            "stdev": "22"
        },
        {
            "name": "V98",
            "index": "36",
            "type": "numeric",
            "distinct": "96",
            "missing": "0",
            "min": "430",
            "max": "533",
            "mean": "484",
            "stdev": "16"
        },
        {
            "name": "V101",
            "index": "37",
            "type": "numeric",
            "distinct": "50",
            "missing": "0",
            "min": "455",
            "max": "505",
            "mean": "479",
            "stdev": "7"
        },
        {
            "name": "V103",
            "index": "38",
            "type": "numeric",
            "distinct": "229",
            "missing": "0",
            "min": "375",
            "max": "658",
            "mean": "512",
            "stdev": "43"
        },
        {
            "name": "V107",
            "index": "39",
            "type": "numeric",
            "distinct": "223",
            "missing": "0",
            "min": "350",
            "max": "646",
            "mean": "499",
            "stdev": "43"
        },
        {
            "name": "V110",
            "index": "40",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "468",
            "max": "487",
            "mean": "476",
            "stdev": "3"
        },
        {
            "name": "V115",
            "index": "41",
            "type": "numeric",
            "distinct": "125",
            "missing": "0",
            "min": "426",
            "max": "568",
            "mean": "494",
            "stdev": "22"
        },
        {
            "name": "V118",
            "index": "42",
            "type": "numeric",
            "distinct": "83",
            "missing": "0",
            "min": "440",
            "max": "529",
            "mean": "479",
            "stdev": "14"
        },
        {
            "name": "V122",
            "index": "43",
            "type": "numeric",
            "distinct": "128",
            "missing": "0",
            "min": "414",
            "max": "573",
            "mean": "485",
            "stdev": "22"
        },
        {
            "name": "V124",
            "index": "44",
            "type": "numeric",
            "distinct": "73",
            "missing": "0",
            "min": "442",
            "max": "521",
            "mean": "479",
            "stdev": "11"
        },
        {
            "name": "V127",
            "index": "45",
            "type": "numeric",
            "distinct": "140",
            "missing": "0",
            "min": "402",
            "max": "565",
            "mean": "480",
            "stdev": "25"
        },
        {
            "name": "V128",
            "index": "46",
            "type": "numeric",
            "distinct": "217",
            "missing": "0",
            "min": "342",
            "max": "622",
            "mean": "489",
            "stdev": "41"
        },
        {
            "name": "V130",
            "index": "47",
            "type": "numeric",
            "distinct": "211",
            "missing": "0",
            "min": "346",
            "max": "623",
            "mean": "501",
            "stdev": "40"
        },
        {
            "name": "V131",
            "index": "48",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "473",
            "max": "481",
            "mean": "477",
            "stdev": "1"
        },
        {
            "name": "V133",
            "index": "49",
            "type": "numeric",
            "distinct": "166",
            "missing": "0",
            "min": "379",
            "max": "593",
            "mean": "494",
            "stdev": "30"
        },
        {
            "name": "V137",
            "index": "50",
            "type": "numeric",
            "distinct": "191",
            "missing": "0",
            "min": "384",
            "max": "623",
            "mean": "498",
            "stdev": "35"
        },
        {
            "name": "V138",
            "index": "51",
            "type": "numeric",
            "distinct": "113",
            "missing": "0",
            "min": "426",
            "max": "554",
            "mean": "486",
            "stdev": "20"
        },
        {
            "name": "V140",
            "index": "52",
            "type": "numeric",
            "distinct": "182",
            "missing": "0",
            "min": "345",
            "max": "596",
            "mean": "481",
            "stdev": "34"
        },
        {
            "name": "V144",
            "index": "53",
            "type": "numeric",
            "distinct": "188",
            "missing": "0",
            "min": "376",
            "max": "639",
            "mean": "503",
            "stdev": "35"
        },
        {
            "name": "V145",
            "index": "54",
            "type": "numeric",
            "distinct": "80",
            "missing": "0",
            "min": "430",
            "max": "527",
            "mean": "482",
            "stdev": "13"
        },
        {
            "name": "V146",
            "index": "55",
            "type": "numeric",
            "distinct": "203",
            "missing": "0",
            "min": "375",
            "max": "634",
            "mean": "506",
            "stdev": "39"
        },
        {
            "name": "V149",
            "index": "56",
            "type": "numeric",
            "distinct": "211",
            "missing": "0",
            "min": "328",
            "max": "621",
            "mean": "499",
            "stdev": "40"
        },
        {
            "name": "V151",
            "index": "57",
            "type": "numeric",
            "distinct": "112",
            "missing": "0",
            "min": "433",
            "max": "558",
            "mean": "491",
            "stdev": "19"
        },
        {
            "name": "V152",
            "index": "58",
            "type": "numeric",
            "distinct": "30",
            "missing": "0",
            "min": "461",
            "max": "491",
            "mean": "477",
            "stdev": "4"
        },
        {
            "name": "V155",
            "index": "59",
            "type": "numeric",
            "distinct": "55",
            "missing": "0",
            "min": "452",
            "max": "512",
            "mean": "483",
            "stdev": "9"
        },
        {
            "name": "V156",
            "index": "60",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "473",
            "max": "481",
            "mean": "477",
            "stdev": "1"
        },
        {
            "name": "V160",
            "index": "61",
            "type": "numeric",
            "distinct": "91",
            "missing": "0",
            "min": "436",
            "max": "542",
            "mean": "490",
            "stdev": "15"
        },
        {
            "name": "V162",
            "index": "62",
            "type": "numeric",
            "distinct": "42",
            "missing": "0",
            "min": "458",
            "max": "505",
            "mean": "479",
            "stdev": "7"
        },
        {
            "name": "V164",
            "index": "63",
            "type": "numeric",
            "distinct": "330",
            "missing": "0",
            "min": "265",
            "max": "735",
            "mean": "501",
            "stdev": "78"
        },
        {
            "name": "V167",
            "index": "64",
            "type": "numeric",
            "distinct": "193",
            "missing": "0",
            "min": "369",
            "max": "624",
            "mean": "497",
            "stdev": "36"
        },
        {
            "name": "V168",
            "index": "65",
            "type": "numeric",
            "distinct": "47",
            "missing": "0",
            "min": "459",
            "max": "507",
            "mean": "481",
            "stdev": "7"
        },
        {
            "name": "V170",
            "index": "66",
            "type": "numeric",
            "distinct": "57",
            "missing": "0",
            "min": "448",
            "max": "510",
            "mean": "481",
            "stdev": "9"
        },
        {
            "name": "V172",
            "index": "67",
            "type": "numeric",
            "distinct": "64",
            "missing": "0",
            "min": "439",
            "max": "509",
            "mean": "477",
            "stdev": "10"
        },
        {
            "name": "V173",
            "index": "68",
            "type": "numeric",
            "distinct": "124",
            "missing": "0",
            "min": "428",
            "max": "569",
            "mean": "494",
            "stdev": "22"
        },
        {
            "name": "V175",
            "index": "69",
            "type": "numeric",
            "distinct": "71",
            "missing": "0",
            "min": "443",
            "max": "515",
            "mean": "478",
            "stdev": "12"
        },
        {
            "name": "V183",
            "index": "70",
            "type": "numeric",
            "distinct": "137",
            "missing": "0",
            "min": "406",
            "max": "578",
            "mean": "497",
            "stdev": "24"
        },
        {
            "name": "V187",
            "index": "71",
            "type": "numeric",
            "distinct": "93",
            "missing": "0",
            "min": "436",
            "max": "540",
            "mean": "484",
            "stdev": "15"
        },
        {
            "name": "V188",
            "index": "72",
            "type": "numeric",
            "distinct": "105",
            "missing": "0",
            "min": "424",
            "max": "540",
            "mean": "485",
            "stdev": "17"
        },
        {
            "name": "V191",
            "index": "73",
            "type": "numeric",
            "distinct": "167",
            "missing": "0",
            "min": "393",
            "max": "609",
            "mean": "487",
            "stdev": "30"
        },
        {
            "name": "V193",
            "index": "74",
            "type": "numeric",
            "distinct": "36",
            "missing": "0",
            "min": "464",
            "max": "502",
            "mean": "480",
            "stdev": "5"
        },
        {
            "name": "V198",
            "index": "75",
            "type": "numeric",
            "distinct": "480",
            "missing": "0",
            "min": "84",
            "max": "785",
            "mean": "482",
            "stdev": "113"
        },
        {
            "name": "V201",
            "index": "76",
            "type": "numeric",
            "distinct": "190",
            "missing": "0",
            "min": "371",
            "max": "641",
            "mean": "496",
            "stdev": "36"
        },
        {
            "name": "V202",
            "index": "77",
            "type": "numeric",
            "distinct": "71",
            "missing": "0",
            "min": "443",
            "max": "518",
            "mean": "481",
            "stdev": "12"
        },
        {
            "name": "V203",
            "index": "78",
            "type": "numeric",
            "distinct": "189",
            "missing": "0",
            "min": "387",
            "max": "643",
            "mean": "508",
            "stdev": "34"
        },
        {
            "name": "V204",
            "index": "79",
            "type": "numeric",
            "distinct": "141",
            "missing": "0",
            "min": "388",
            "max": "558",
            "mean": "479",
            "stdev": "25"
        },
        {
            "name": "V210",
            "index": "80",
            "type": "numeric",
            "distinct": "119",
            "missing": "0",
            "min": "408",
            "max": "554",
            "mean": "478",
            "stdev": "21"
        },
        {
            "name": "V211",
            "index": "81",
            "type": "numeric",
            "distinct": "198",
            "missing": "0",
            "min": "353",
            "max": "610",
            "mean": "478",
            "stdev": "37"
        },
        {
            "name": "V212",
            "index": "82",
            "type": "numeric",
            "distinct": "120",
            "missing": "0",
            "min": "409",
            "max": "557",
            "mean": "488",
            "stdev": "21"
        },
        {
            "name": "V217",
            "index": "83",
            "type": "numeric",
            "distinct": "226",
            "missing": "0",
            "min": "364",
            "max": "661",
            "mean": "507",
            "stdev": "42"
        },
        {
            "name": "V219",
            "index": "84",
            "type": "numeric",
            "distinct": "192",
            "missing": "0",
            "min": "376",
            "max": "632",
            "mean": "501",
            "stdev": "36"
        },
        {
            "name": "V221",
            "index": "85",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "473",
            "max": "481",
            "mean": "477",
            "stdev": "1"
        },
        {
            "name": "V222",
            "index": "86",
            "type": "numeric",
            "distinct": "210",
            "missing": "0",
            "min": "362",
            "max": "632",
            "mean": "489",
            "stdev": "40"
        },
        {
            "name": "V223",
            "index": "87",
            "type": "numeric",
            "distinct": "116",
            "missing": "0",
            "min": "412",
            "max": "555",
            "mean": "494",
            "stdev": "20"
        },
        {
            "name": "V227",
            "index": "88",
            "type": "numeric",
            "distinct": "220",
            "missing": "0",
            "min": "359",
            "max": "651",
            "mean": "498",
            "stdev": "42"
        },
        {
            "name": "V228",
            "index": "89",
            "type": "numeric",
            "distinct": "64",
            "missing": "0",
            "min": "440",
            "max": "517",
            "mean": "479",
            "stdev": "10"
        },
        {
            "name": "V230",
            "index": "90",
            "type": "numeric",
            "distinct": "228",
            "missing": "0",
            "min": "342",
            "max": "640",
            "mean": "498",
            "stdev": "44"
        },
        {
            "name": "V234",
            "index": "91",
            "type": "numeric",
            "distinct": "173",
            "missing": "0",
            "min": "391",
            "max": "587",
            "mean": "490",
            "stdev": "32"
        },
        {
            "name": "V236",
            "index": "92",
            "type": "numeric",
            "distinct": "94",
            "missing": "0",
            "min": "408",
            "max": "531",
            "mean": "477",
            "stdev": "15"
        },
        {
            "name": "V240",
            "index": "93",
            "type": "numeric",
            "distinct": "75",
            "missing": "0",
            "min": "438",
            "max": "520",
            "mean": "481",
            "stdev": "15"
        },
        {
            "name": "V246",
            "index": "94",
            "type": "numeric",
            "distinct": "69",
            "missing": "0",
            "min": "437",
            "max": "518",
            "mean": "482",
            "stdev": "11"
        },
        {
            "name": "V249",
            "index": "95",
            "type": "numeric",
            "distinct": "84",
            "missing": "0",
            "min": "441",
            "max": "534",
            "mean": "484",
            "stdev": "13"
        },
        {
            "name": "V252",
            "index": "96",
            "type": "numeric",
            "distinct": "214",
            "missing": "0",
            "min": "319",
            "max": "613",
            "mean": "482",
            "stdev": "41"
        },
        {
            "name": "V253",
            "index": "97",
            "type": "numeric",
            "distinct": "405",
            "missing": "0",
            "min": "245",
            "max": "786",
            "mean": "499",
            "stdev": "90"
        },
        {
            "name": "V254",
            "index": "98",
            "type": "numeric",
            "distinct": "217",
            "missing": "0",
            "min": "325",
            "max": "612",
            "mean": "487",
            "stdev": "41"
        },
        {
            "name": "V259",
            "index": "99",
            "type": "numeric",
            "distinct": "63",
            "missing": "0",
            "min": "447",
            "max": "510",
            "mean": "477",
            "stdev": "10"
        }
    ],
    "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
}