DEVELOPMENT...      {
    "data_id": "44508",
    "name": "APSFailure_seed_0_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "exact_name": "APSFailure_seed_0_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "version": 1,
    "version_label": "dd6c0e1a-6b0e-4b58-a674-4fefd653eccb",
    "description": "Subsampling of the dataset APSFailure (41138) with\n\nseed=0\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 18:24:01",
    "update_comment": null,
    "last_update": "2022-11-17 18:24:01",
    "licence": "CC0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111270\/dataset",
    "default_target_attribute": "class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "APSFailure_seed_0_nrows_2000_nclasses_10_ncols_100_stratify_True",
            "Subsampling of the dataset APSFailure (41138) with seed=0 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.choic "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 2000,
        "NumberOfFeatures": 101,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 19825,
        "NumberOfInstancesWithMissingValues": 1974,
        "NumberOfNumericFeatures": 100,
        "NumberOfSymbolicFeatures": 1,
        "PercentageOfSymbolicFeatures": 0.9900990099009901,
        "AutoCorrelation": 0.9649824912456229,
        "PercentageOfNumericFeatures": 99.00990099009901,
        "PercentageOfMissingValues": 9.814356435643564,
        "PercentageOfInstancesWithMissingValues": 98.7,
        "PercentageOfBinaryFeatures": 0.9900990099009901,
        "NumberOfBinaryFeatures": 1,
        "MinorityClassSize": 36,
        "MinorityClassPercentage": 1.7999999999999998,
        "MajorityClassSize": 1964,
        "MajorityClassPercentage": 98.2,
        "Dimensionality": 0.0505
    },
    "tags": [],
    "features": [
        {
            "name": "class",
            "index": "100",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "pos",
                    "neg"
                ],
                [
                    [
                        "36",
                        "0"
                    ],
                    [
                        "0",
                        "1964"
                    ]
                ]
            ]
        },
        {
            "name": "aa_000",
            "index": "0",
            "type": "numeric",
            "distinct": "1575",
            "missing": "0",
            "min": "0",
            "max": "2220448",
            "mean": "58063",
            "stdev": "152254"
        },
        {
            "name": "ab_000",
            "index": "1",
            "type": "numeric",
            "distinct": "6",
            "missing": "1532",
            "min": "0",
            "max": "36",
            "mean": "1",
            "stdev": "2"
        },
        {
            "name": "ac_000",
            "index": "2",
            "type": "numeric",
            "distinct": "482",
            "missing": "131",
            "min": "0",
            "max": "2130706594",
            "mean": "347707882",
            "stdev": "787587384"
        },
        {
            "name": "ad_000",
            "index": "3",
            "type": "numeric",
            "distinct": "469",
            "missing": "475",
            "min": "0",
            "max": "13764",
            "mean": "376",
            "stdev": "858"
        },
        {
            "name": "af_000",
            "index": "4",
            "type": "numeric",
            "distinct": "36",
            "missing": "105",
            "min": "0",
            "max": "3828",
            "mean": "9",
            "stdev": "144"
        },
        {
            "name": "ag_002",
            "index": "5",
            "type": "numeric",
            "distinct": "92",
            "missing": "24",
            "min": "0",
            "max": "2722536",
            "mean": "7952",
            "stdev": "109144"
        },
        {
            "name": "ag_003",
            "index": "6",
            "type": "numeric",
            "distinct": "389",
            "missing": "24",
            "min": "0",
            "max": "13817782",
            "mean": "83061",
            "stdev": "652265"
        },
        {
            "name": "ag_004",
            "index": "7",
            "type": "numeric",
            "distinct": "1487",
            "missing": "24",
            "min": "0",
            "max": "34831328",
            "mean": "377728",
            "stdev": "1872813"
        },
        {
            "name": "ag_007",
            "index": "8",
            "type": "numeric",
            "distinct": "1408",
            "missing": "24",
            "min": "0",
            "max": "24445908",
            "mean": "474494",
            "stdev": "1330423"
        },
        {
            "name": "ag_008",
            "index": "9",
            "type": "numeric",
            "distinct": "1068",
            "missing": "24",
            "min": "0",
            "max": "4238534",
            "mean": "30806",
            "stdev": "137116"
        },
        {
            "name": "ai_000",
            "index": "10",
            "type": "numeric",
            "distinct": "193",
            "missing": "20",
            "min": "0",
            "max": "8110254",
            "mean": "11784",
            "stdev": "202931"
        },
        {
            "name": "aj_000",
            "index": "11",
            "type": "numeric",
            "distinct": "163",
            "missing": "20",
            "min": "0",
            "max": "3913164",
            "mean": "2256",
            "stdev": "88455"
        },
        {
            "name": "ak_000",
            "index": "12",
            "type": "numeric",
            "distinct": "9",
            "missing": "164",
            "min": "0",
            "max": "14176",
            "mean": "21",
            "stdev": "410"
        },
        {
            "name": "ao_000",
            "index": "13",
            "type": "numeric",
            "distinct": "1965",
            "missing": "20",
            "min": "0",
            "max": "85195392",
            "mean": "2927837",
            "stdev": "7064856"
        },
        {
            "name": "aq_000",
            "index": "14",
            "type": "numeric",
            "distinct": "1887",
            "missing": "20",
            "min": "0",
            "max": "22252294",
            "mean": "448067",
            "stdev": "1349781"
        },
        {
            "name": "av_000",
            "index": "15",
            "type": "numeric",
            "distinct": "677",
            "missing": "104",
            "min": "0",
            "max": "128120",
            "mean": "1129",
            "stdev": "4853"
        },
        {
            "name": "ay_000",
            "index": "16",
            "type": "numeric",
            "distinct": "14",
            "missing": "24",
            "min": "0",
            "max": "54904",
            "mean": "213",
            "stdev": "2790"
        },
        {
            "name": "ay_005",
            "index": "17",
            "type": "numeric",
            "distinct": "900",
            "missing": "24",
            "min": "0",
            "max": "57169792",
            "mean": "95026",
            "stdev": "1337838"
        },
        {
            "name": "ay_006",
            "index": "18",
            "type": "numeric",
            "distinct": "1369",
            "missing": "24",
            "min": "0",
            "max": "94722586",
            "mean": "1081534",
            "stdev": "3981191"
        },
        {
            "name": "ay_009",
            "index": "19",
            "type": "numeric",
            "distinct": "17",
            "missing": "24",
            "min": "0",
            "max": "452692",
            "mean": "410",
            "stdev": "10777"
        },
        {
            "name": "az_001",
            "index": "20",
            "type": "numeric",
            "distinct": "1051",
            "missing": "24",
            "min": "0",
            "max": "359892",
            "mean": "3504",
            "stdev": "13979"
        },
        {
            "name": "az_002",
            "index": "21",
            "type": "numeric",
            "distinct": "1177",
            "missing": "24",
            "min": "0",
            "max": "545176",
            "mean": "5835",
            "stdev": "24986"
        },
        {
            "name": "az_003",
            "index": "22",
            "type": "numeric",
            "distinct": "1455",
            "missing": "24",
            "min": "0",
            "max": "26486990",
            "mean": "88247",
            "stdev": "763096"
        },
        {
            "name": "az_004",
            "index": "23",
            "type": "numeric",
            "distinct": "1751",
            "missing": "24",
            "min": "0",
            "max": "58680098",
            "mean": "1416164",
            "stdev": "4081500"
        },
        {
            "name": "az_005",
            "index": "24",
            "type": "numeric",
            "distinct": "1918",
            "missing": "24",
            "min": "0",
            "max": "91203606",
            "mean": "1906749",
            "stdev": "5637997"
        },
        {
            "name": "az_006",
            "index": "25",
            "type": "numeric",
            "distinct": "1009",
            "missing": "24",
            "min": "0",
            "max": "15937678",
            "mean": "82645",
            "stdev": "656243"
        },
        {
            "name": "az_007",
            "index": "26",
            "type": "numeric",
            "distinct": "197",
            "missing": "24",
            "min": "0",
            "max": "5158320",
            "mean": "12631",
            "stdev": "176656"
        },
        {
            "name": "az_008",
            "index": "27",
            "type": "numeric",
            "distinct": "74",
            "missing": "24",
            "min": "0",
            "max": "569284",
            "mean": "793",
            "stdev": "17721"
        },
        {
            "name": "ba_000",
            "index": "28",
            "type": "numeric",
            "distinct": "1929",
            "missing": "25",
            "min": "0",
            "max": "62032174",
            "mean": "1267773",
            "stdev": "3215208"
        },
        {
            "name": "ba_001",
            "index": "29",
            "type": "numeric",
            "distinct": "1858",
            "missing": "25",
            "min": "0",
            "max": "28845398",
            "mean": "824788",
            "stdev": "2074274"
        },
        {
            "name": "ba_003",
            "index": "30",
            "type": "numeric",
            "distinct": "1702",
            "missing": "25",
            "min": "0",
            "max": "10493990",
            "mean": "254204",
            "stdev": "694587"
        },
        {
            "name": "ba_004",
            "index": "31",
            "type": "numeric",
            "distinct": "1621",
            "missing": "25",
            "min": "0",
            "max": "11070534",
            "mean": "190908",
            "stdev": "537076"
        },
        {
            "name": "ba_005",
            "index": "32",
            "type": "numeric",
            "distinct": "1561",
            "missing": "25",
            "min": "0",
            "max": "16758932",
            "mean": "176795",
            "stdev": "586491"
        },
        {
            "name": "ba_008",
            "index": "33",
            "type": "numeric",
            "distinct": "739",
            "missing": "25",
            "min": "0",
            "max": "2757872",
            "mean": "32985",
            "stdev": "166581"
        },
        {
            "name": "ba_009",
            "index": "34",
            "type": "numeric",
            "distinct": "425",
            "missing": "25",
            "min": "0",
            "max": "3474234",
            "mean": "29766",
            "stdev": "202132"
        },
        {
            "name": "bb_000",
            "index": "35",
            "type": "numeric",
            "distinct": "1968",
            "missing": "24",
            "min": "0",
            "max": "140573922",
            "mean": "4487394",
            "stdev": "11467327"
        },
        {
            "name": "bc_000",
            "index": "36",
            "type": "numeric",
            "distinct": "397",
            "missing": "109",
            "min": "0",
            "max": "67928",
            "mean": "469",
            "stdev": "2808"
        },
        {
            "name": "be_000",
            "index": "37",
            "type": "numeric",
            "distinct": "653",
            "missing": "105",
            "min": "0",
            "max": "161154",
            "mean": "1249",
            "stdev": "6576"
        },
        {
            "name": "bi_000",
            "index": "38",
            "type": "numeric",
            "distinct": "1955",
            "missing": "20",
            "min": "0",
            "max": "23185288",
            "mean": "473998",
            "stdev": "1451224"
        },
        {
            "name": "bl_000",
            "index": "39",
            "type": "numeric",
            "distinct": "903",
            "missing": "934",
            "min": "0",
            "max": "1310700",
            "mean": "319022",
            "stdev": "312623"
        },
        {
            "name": "bm_000",
            "index": "40",
            "type": "numeric",
            "distinct": "503",
            "missing": "1348",
            "min": "0",
            "max": "1310700",
            "mean": "400752",
            "stdev": "406273"
        },
        {
            "name": "bn_000",
            "index": "41",
            "type": "numeric",
            "distinct": "344",
            "missing": "1483",
            "min": "0",
            "max": "1310700",
            "mean": "463023",
            "stdev": "465417"
        },
        {
            "name": "bo_000",
            "index": "42",
            "type": "numeric",
            "distinct": "265",
            "missing": "1557",
            "min": "0",
            "max": "1310700",
            "mean": "512385",
            "stdev": "499958"
        },
        {
            "name": "bp_000",
            "index": "43",
            "type": "numeric",
            "distinct": "216",
            "missing": "1596",
            "min": "0",
            "max": "1310700",
            "mean": "546253",
            "stdev": "522949"
        },
        {
            "name": "bq_000",
            "index": "44",
            "type": "numeric",
            "distinct": "177",
            "missing": "1628",
            "min": "0",
            "max": "1310700",
            "mean": "576413",
            "stdev": "541100"
        },
        {
            "name": "bs_000",
            "index": "45",
            "type": "numeric",
            "distinct": "1712",
            "missing": "25",
            "min": "0",
            "max": "809480",
            "mean": "80062",
            "stdev": "85701"
        },
        {
            "name": "bv_000",
            "index": "46",
            "type": "numeric",
            "distinct": "1966",
            "missing": "26",
            "min": "0",
            "max": "140573922",
            "mean": "4425859",
            "stdev": "11182897"
        },
        {
            "name": "by_000",
            "index": "47",
            "type": "numeric",
            "distinct": "1518",
            "missing": "16",
            "min": "0",
            "max": "1002003",
            "mean": "20703",
            "stdev": "53487"
        },
        {
            "name": "bz_000",
            "index": "48",
            "type": "numeric",
            "distinct": "1133",
            "missing": "109",
            "min": "0",
            "max": "10033200",
            "mean": "76415",
            "stdev": "431414"
        },
        {
            "name": "ca_000",
            "index": "49",
            "type": "numeric",
            "distinct": "1762",
            "missing": "168",
            "min": "0",
            "max": "120874",
            "mean": "38697",
            "stdev": "37302"
        },
        {
            "name": "cb_000",
            "index": "50",
            "type": "numeric",
            "distinct": "1905",
            "missing": "25",
            "min": "0",
            "max": "1209140",
            "mean": "398923",
            "stdev": "374625"
        },
        {
            "name": "cd_000",
            "index": "51",
            "type": "numeric",
            "distinct": "1",
            "missing": "21",
            "min": "1209600",
            "max": "1209600",
            "mean": "1209600",
            "stdev": "0"
        },
        {
            "name": "ce_000",
            "index": "52",
            "type": "numeric",
            "distinct": "1409",
            "missing": "104",
            "min": "0",
            "max": "2424882",
            "mean": "65345",
            "stdev": "153623"
        },
        {
            "name": "cg_000",
            "index": "53",
            "type": "numeric",
            "distinct": "187",
            "missing": "475",
            "min": "0",
            "max": "10210",
            "mean": "88",
            "stdev": "300"
        },
        {
            "name": "ch_000",
            "index": "54",
            "type": "numeric",
            "distinct": "1",
            "missing": "475",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ci_000",
            "index": "55",
            "type": "numeric",
            "distinct": "1971",
            "missing": "9",
            "min": "0",
            "max": "124510239",
            "mean": "3416553",
            "stdev": "8782994"
        },
        {
            "name": "cj_000",
            "index": "56",
            "type": "numeric",
            "distinct": "398",
            "missing": "9",
            "min": "0",
            "max": "31147299",
            "mean": "113117",
            "stdev": "1208916"
        },
        {
            "name": "cl_000",
            "index": "57",
            "type": "numeric",
            "distinct": "119",
            "missing": "323",
            "min": "0",
            "max": "124416",
            "mean": "324",
            "stdev": "4828"
        },
        {
            "name": "cm_000",
            "index": "58",
            "type": "numeric",
            "distinct": "348",
            "missing": "332",
            "min": "0",
            "max": "19460",
            "mean": "248",
            "stdev": "925"
        },
        {
            "name": "cn_000",
            "index": "59",
            "type": "numeric",
            "distinct": "63",
            "missing": "25",
            "min": "0",
            "max": "1803010",
            "mean": "2316",
            "stdev": "46398"
        },
        {
            "name": "cn_001",
            "index": "60",
            "type": "numeric",
            "distinct": "286",
            "missing": "25",
            "min": "0",
            "max": "4627448",
            "mean": "22037",
            "stdev": "208047"
        },
        {
            "name": "cn_002",
            "index": "61",
            "type": "numeric",
            "distinct": "900",
            "missing": "25",
            "min": "0",
            "max": "17741250",
            "mean": "153473",
            "stdev": "998857"
        },
        {
            "name": "cn_004",
            "index": "62",
            "type": "numeric",
            "distinct": "1914",
            "missing": "25",
            "min": "0",
            "max": "53748940",
            "mean": "1165482",
            "stdev": "3089575"
        },
        {
            "name": "cn_005",
            "index": "63",
            "type": "numeric",
            "distinct": "1849",
            "missing": "25",
            "min": "0",
            "max": "46743208",
            "mean": "1232544",
            "stdev": "2933071"
        },
        {
            "name": "cn_009",
            "index": "64",
            "type": "numeric",
            "distinct": "511",
            "missing": "25",
            "min": "0",
            "max": "30344094",
            "mean": "18642",
            "stdev": "684179"
        },
        {
            "name": "cp_000",
            "index": "65",
            "type": "numeric",
            "distinct": "349",
            "missing": "109",
            "min": "0",
            "max": "61406",
            "mean": "385",
            "stdev": "2333"
        },
        {
            "name": "cq_000",
            "index": "66",
            "type": "numeric",
            "distinct": "1966",
            "missing": "26",
            "min": "0",
            "max": "140573922",
            "mean": "4425859",
            "stdev": "11182897"
        },
        {
            "name": "cr_000",
            "index": "67",
            "type": "numeric",
            "distinct": "4",
            "missing": "1532",
            "min": "0",
            "max": "1988",
            "mean": "5",
            "stdev": "92"
        },
        {
            "name": "cs_001",
            "index": "68",
            "type": "numeric",
            "distinct": "675",
            "missing": "24",
            "min": "0",
            "max": "40600",
            "mean": "712",
            "stdev": "1950"
        },
        {
            "name": "cs_004",
            "index": "69",
            "type": "numeric",
            "distinct": "1813",
            "missing": "24",
            "min": "0",
            "max": "32520246",
            "mean": "438002",
            "stdev": "2008231"
        },
        {
            "name": "cs_005",
            "index": "70",
            "type": "numeric",
            "distinct": "1912",
            "missing": "24",
            "min": "0",
            "max": "85703584",
            "mean": "2019517",
            "stdev": "5095672"
        },
        {
            "name": "cs_007",
            "index": "71",
            "type": "numeric",
            "distinct": "1598",
            "missing": "24",
            "min": "0",
            "max": "503530",
            "mean": "13309",
            "stdev": "23441"
        },
        {
            "name": "cs_008",
            "index": "72",
            "type": "numeric",
            "distinct": "277",
            "missing": "24",
            "min": "0",
            "max": "2318",
            "mean": "113",
            "stdev": "195"
        },
        {
            "name": "cs_009",
            "index": "73",
            "type": "numeric",
            "distinct": "10",
            "missing": "24",
            "min": "0",
            "max": "26",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "ct_000",
            "index": "74",
            "type": "numeric",
            "distinct": "596",
            "missing": "425",
            "min": "0",
            "max": "36272",
            "mean": "642",
            "stdev": "1655"
        },
        {
            "name": "cv_000",
            "index": "75",
            "type": "numeric",
            "distinct": "1521",
            "missing": "425",
            "min": "0",
            "max": "48798824",
            "mean": "1903146",
            "stdev": "3602681"
        },
        {
            "name": "da_000",
            "index": "76",
            "type": "numeric",
            "distinct": "17",
            "missing": "425",
            "min": "0",
            "max": "1060",
            "mean": "2",
            "stdev": "36"
        },
        {
            "name": "de_000",
            "index": "77",
            "type": "numeric",
            "distinct": "435",
            "missing": "109",
            "min": "0",
            "max": "20230",
            "mean": "345",
            "stdev": "990"
        },
        {
            "name": "dj_000",
            "index": "78",
            "type": "numeric",
            "distinct": "5",
            "missing": "151",
            "min": "0",
            "max": "1320",
            "mean": "1",
            "stdev": "31"
        },
        {
            "name": "dk_000",
            "index": "79",
            "type": "numeric",
            "distinct": "10",
            "missing": "151",
            "min": "0",
            "max": "2364918",
            "mean": "1458",
            "stdev": "55498"
        },
        {
            "name": "dl_000",
            "index": "80",
            "type": "numeric",
            "distinct": "10",
            "missing": "151",
            "min": "0",
            "max": "4480650",
            "mean": "2742",
            "stdev": "104971"
        },
        {
            "name": "dm_000",
            "index": "81",
            "type": "numeric",
            "distinct": "10",
            "missing": "151",
            "min": "0",
            "max": "3897440",
            "mean": "2454",
            "stdev": "90975"
        },
        {
            "name": "dn_000",
            "index": "82",
            "type": "numeric",
            "distinct": "1619",
            "missing": "26",
            "min": "0",
            "max": "2037710",
            "mean": "33980",
            "stdev": "106249"
        },
        {
            "name": "dp_000",
            "index": "83",
            "type": "numeric",
            "distinct": "1132",
            "missing": "109",
            "min": "0",
            "max": "221644",
            "mean": "6193",
            "stdev": "11892"
        },
        {
            "name": "dq_000",
            "index": "84",
            "type": "numeric",
            "distinct": "448",
            "missing": "109",
            "min": "0",
            "max": "2147483647",
            "mean": "4264016",
            "stdev": "80101581"
        },
        {
            "name": "dt_000",
            "index": "85",
            "type": "numeric",
            "distinct": "1321",
            "missing": "109",
            "min": "0",
            "max": "498568",
            "mean": "14485",
            "stdev": "33309"
        },
        {
            "name": "du_000",
            "index": "86",
            "type": "numeric",
            "distinct": "1512",
            "missing": "109",
            "min": "0",
            "max": "229693680",
            "mean": "3501079",
            "stdev": "10502387"
        },
        {
            "name": "dz_000",
            "index": "87",
            "type": "numeric",
            "distinct": "6",
            "missing": "109",
            "min": "0",
            "max": "52",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "ea_000",
            "index": "88",
            "type": "numeric",
            "distinct": "15",
            "missing": "109",
            "min": "0",
            "max": "1502",
            "mean": "1",
            "stdev": "36"
        },
        {
            "name": "eb_000",
            "index": "89",
            "type": "numeric",
            "distinct": "1087",
            "missing": "151",
            "min": "0",
            "max": "592675950",
            "mean": "8288184",
            "stdev": "32018287"
        },
        {
            "name": "ec_00",
            "index": "90",
            "type": "numeric",
            "distinct": "1550",
            "missing": "350",
            "min": "0",
            "max": "53376",
            "mean": "1206",
            "stdev": "2981"
        },
        {
            "name": "ed_000",
            "index": "91",
            "type": "numeric",
            "distinct": "847",
            "missing": "323",
            "min": "0",
            "max": "70460",
            "mean": "1315",
            "stdev": "3275"
        },
        {
            "name": "ee_000",
            "index": "92",
            "type": "numeric",
            "distinct": "1918",
            "missing": "24",
            "min": "0",
            "max": "36304344",
            "mean": "676605",
            "stdev": "1982653"
        },
        {
            "name": "ee_001",
            "index": "93",
            "type": "numeric",
            "distinct": "1890",
            "missing": "24",
            "min": "0",
            "max": "49357300",
            "mean": "710041",
            "stdev": "2135671"
        },
        {
            "name": "ee_002",
            "index": "94",
            "type": "numeric",
            "distinct": "1781",
            "missing": "24",
            "min": "0",
            "max": "20150044",
            "mean": "415454",
            "stdev": "1098656"
        },
        {
            "name": "ee_005",
            "index": "95",
            "type": "numeric",
            "distinct": "1659",
            "missing": "24",
            "min": "0",
            "max": "15507068",
            "mean": "368639",
            "stdev": "975280"
        },
        {
            "name": "ee_006",
            "index": "96",
            "type": "numeric",
            "distinct": "1580",
            "missing": "24",
            "min": "0",
            "max": "28276990",
            "mean": "301646",
            "stdev": "1086502"
        },
        {
            "name": "ee_008",
            "index": "97",
            "type": "numeric",
            "distinct": "1200",
            "missing": "24",
            "min": "0",
            "max": "14560586",
            "mean": "132190",
            "stdev": "559818"
        },
        {
            "name": "ee_009",
            "index": "98",
            "type": "numeric",
            "distinct": "686",
            "missing": "24",
            "min": "0",
            "max": "1109238",
            "mean": "7635",
            "stdev": "40953"
        },
        {
            "name": "eg_000",
            "index": "99",
            "type": "numeric",
            "distinct": "8",
            "missing": "109",
            "min": "0",
            "max": "48",
            "mean": "0",
            "stdev": "2"
        }
    ],
    "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
}