{
    "data_id": "44510",
    "name": "APSFailure_seed_2_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "exact_name": "APSFailure_seed_2_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "version": 1,
    "version_label": "e959b63e-7610-44d8-9a70-154271467d7f",
    "description": "Subsampling of the dataset APSFailure (41138) with\n\nseed=2\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": "Eddie Bergman",
    "uploader_id": 32840,
    "visibility": "public",
    "creator": "\"Eddie Bergman\"",
    "contributor": null,
    "date": "2022-11-17 18:24:11",
    "update_comment": null,
    "last_update": "2022-11-17 18:24:11",
    "licence": "CC0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111272\/dataset",
    "default_target_attribute": "class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "APSFailure_seed_2_nrows_2000_nclasses_10_ncols_100_stratify_True",
            "Subsampling of the dataset APSFailure (41138) with seed=2 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": 17956,
        "NumberOfInstancesWithMissingValues": 1985,
        "NumberOfNumericFeatures": 100,
        "NumberOfSymbolicFeatures": 1,
        "PercentageOfBinaryFeatures": 0.9900990099009901,
        "PercentageOfInstancesWithMissingValues": 99.25,
        "AutoCorrelation": 0.9649824912456229,
        "PercentageOfMissingValues": 8.889108910891089,
        "Dimensionality": 0.0505,
        "PercentageOfNumericFeatures": 99.00990099009901,
        "MajorityClassPercentage": 98.2,
        "PercentageOfSymbolicFeatures": 0.9900990099009901,
        "MajorityClassSize": 1964,
        "MinorityClassPercentage": 1.7999999999999998,
        "MinorityClassSize": 36,
        "NumberOfBinaryFeatures": 1
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        },
        {
            "uploader": "38960",
            "tag": "Mathematics"
        }
    ],
    "features": [
        {
            "name": "class",
            "index": "100",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "pos",
                    "neg"
                ],
                [
                    [
                        "36",
                        "0"
                    ],
                    [
                        "0",
                        "1964"
                    ]
                ]
            ]
        },
        {
            "name": "ae_000",
            "index": "0",
            "type": "numeric",
            "distinct": "38",
            "missing": "80",
            "min": "0",
            "max": "1012",
            "mean": "4",
            "stdev": "45"
        },
        {
            "name": "ag_000",
            "index": "1",
            "type": "numeric",
            "distinct": "3",
            "missing": "14",
            "min": "0",
            "max": "2664",
            "mean": "1",
            "stdev": "60"
        },
        {
            "name": "ag_001",
            "index": "2",
            "type": "numeric",
            "distinct": "26",
            "missing": "14",
            "min": "0",
            "max": "135062",
            "mean": "200",
            "stdev": "3893"
        },
        {
            "name": "ag_003",
            "index": "3",
            "type": "numeric",
            "distinct": "413",
            "missing": "14",
            "min": "0",
            "max": "14044790",
            "mean": "79182",
            "stdev": "563029"
        },
        {
            "name": "ag_005",
            "index": "4",
            "type": "numeric",
            "distinct": "1887",
            "missing": "14",
            "min": "0",
            "max": "92749198",
            "mean": "1170114",
            "stdev": "3748003"
        },
        {
            "name": "ag_007",
            "index": "5",
            "type": "numeric",
            "distinct": "1437",
            "missing": "14",
            "min": "0",
            "max": "34047362",
            "mean": "517143",
            "stdev": "1672656"
        },
        {
            "name": "ag_008",
            "index": "6",
            "type": "numeric",
            "distinct": "1097",
            "missing": "14",
            "min": "0",
            "max": "4676970",
            "mean": "33585",
            "stdev": "167826"
        },
        {
            "name": "ag_009",
            "index": "7",
            "type": "numeric",
            "distinct": "528",
            "missing": "14",
            "min": "0",
            "max": "610006",
            "mean": "2483",
            "stdev": "20508"
        },
        {
            "name": "ah_000",
            "index": "8",
            "type": "numeric",
            "distinct": "1958",
            "missing": "12",
            "min": "0",
            "max": "82073576",
            "mean": "1851105",
            "stdev": "4656677"
        },
        {
            "name": "ai_000",
            "index": "9",
            "type": "numeric",
            "distinct": "192",
            "missing": "11",
            "min": "0",
            "max": "3513716",
            "mean": "7074",
            "stdev": "89810"
        },
        {
            "name": "aj_000",
            "index": "10",
            "type": "numeric",
            "distinct": "177",
            "missing": "11",
            "min": "0",
            "max": "536264",
            "mean": "592",
            "stdev": "13854"
        },
        {
            "name": "al_000",
            "index": "11",
            "type": "numeric",
            "distinct": "682",
            "missing": "12",
            "min": "0",
            "max": "19605940",
            "mean": "58176",
            "stdev": "535706"
        },
        {
            "name": "an_000",
            "index": "12",
            "type": "numeric",
            "distinct": "1971",
            "missing": "12",
            "min": "0",
            "max": "149868570",
            "mean": "3541727",
            "stdev": "8541221"
        },
        {
            "name": "ap_000",
            "index": "13",
            "type": "numeric",
            "distinct": "1968",
            "missing": "12",
            "min": "0",
            "max": "84129814",
            "mean": "1075698",
            "stdev": "4085425"
        },
        {
            "name": "ar_000",
            "index": "14",
            "type": "numeric",
            "distinct": "18",
            "missing": "88",
            "min": "0",
            "max": "218",
            "mean": "1",
            "stdev": "7"
        },
        {
            "name": "as_000",
            "index": "15",
            "type": "numeric",
            "distinct": "1",
            "missing": "11",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ax_000",
            "index": "16",
            "type": "numeric",
            "distinct": "440",
            "missing": "80",
            "min": "0",
            "max": "53572",
            "mean": "385",
            "stdev": "1903"
        },
        {
            "name": "ay_002",
            "index": "17",
            "type": "numeric",
            "distinct": "36",
            "missing": "14",
            "min": "0",
            "max": "4150414",
            "mean": "4924",
            "stdev": "112042"
        },
        {
            "name": "ay_003",
            "index": "18",
            "type": "numeric",
            "distinct": "38",
            "missing": "14",
            "min": "0",
            "max": "7258890",
            "mean": "9398",
            "stdev": "223780"
        },
        {
            "name": "ay_004",
            "index": "19",
            "type": "numeric",
            "distinct": "65",
            "missing": "14",
            "min": "0",
            "max": "8420768",
            "mean": "6961",
            "stdev": "200364"
        },
        {
            "name": "ay_006",
            "index": "20",
            "type": "numeric",
            "distinct": "1414",
            "missing": "14",
            "min": "0",
            "max": "88779936",
            "mean": "1221830",
            "stdev": "4550671"
        },
        {
            "name": "ay_008",
            "index": "21",
            "type": "numeric",
            "distinct": "1758",
            "missing": "14",
            "min": "0",
            "max": "198588262",
            "mean": "1117431",
            "stdev": "5566926"
        },
        {
            "name": "ay_009",
            "index": "22",
            "type": "numeric",
            "distinct": "17",
            "missing": "14",
            "min": "0",
            "max": "967378",
            "mean": "527",
            "stdev": "21724"
        },
        {
            "name": "az_000",
            "index": "23",
            "type": "numeric",
            "distinct": "1414",
            "missing": "14",
            "min": "0",
            "max": "1139676",
            "mean": "7483",
            "stdev": "36824"
        },
        {
            "name": "az_001",
            "index": "24",
            "type": "numeric",
            "distinct": "1050",
            "missing": "14",
            "min": "0",
            "max": "1721850",
            "mean": "5497",
            "stdev": "50294"
        },
        {
            "name": "az_006",
            "index": "25",
            "type": "numeric",
            "distinct": "1031",
            "missing": "14",
            "min": "0",
            "max": "9981748",
            "mean": "89470",
            "stdev": "563053"
        },
        {
            "name": "az_009",
            "index": "26",
            "type": "numeric",
            "distinct": "28",
            "missing": "14",
            "min": "0",
            "max": "13628",
            "mean": "12",
            "stdev": "317"
        },
        {
            "name": "ba_002",
            "index": "27",
            "type": "numeric",
            "distinct": "1786",
            "missing": "14",
            "min": "0",
            "max": "23946422",
            "mean": "437331",
            "stdev": "1309878"
        },
        {
            "name": "ba_005",
            "index": "28",
            "type": "numeric",
            "distinct": "1588",
            "missing": "14",
            "min": "0",
            "max": "7639360",
            "mean": "191663",
            "stdev": "477051"
        },
        {
            "name": "ba_006",
            "index": "29",
            "type": "numeric",
            "distinct": "1548",
            "missing": "14",
            "min": "0",
            "max": "12885214",
            "mean": "213070",
            "stdev": "635972"
        },
        {
            "name": "ba_007",
            "index": "30",
            "type": "numeric",
            "distinct": "1343",
            "missing": "14",
            "min": "0",
            "max": "6624664",
            "mean": "181277",
            "stdev": "497109"
        },
        {
            "name": "ba_009",
            "index": "31",
            "type": "numeric",
            "distinct": "420",
            "missing": "14",
            "min": "0",
            "max": "4824252",
            "mean": "38719",
            "stdev": "289309"
        },
        {
            "name": "bc_000",
            "index": "32",
            "type": "numeric",
            "distinct": "383",
            "missing": "88",
            "min": "0",
            "max": "105870",
            "mean": "501",
            "stdev": "3248"
        },
        {
            "name": "bd_000",
            "index": "33",
            "type": "numeric",
            "distinct": "559",
            "missing": "88",
            "min": "0",
            "max": "105362",
            "mean": "796",
            "stdev": "4241"
        },
        {
            "name": "be_000",
            "index": "34",
            "type": "numeric",
            "distinct": "675",
            "missing": "80",
            "min": "0",
            "max": "162952",
            "mean": "1302",
            "stdev": "7280"
        },
        {
            "name": "bg_000",
            "index": "35",
            "type": "numeric",
            "distinct": "1958",
            "missing": "12",
            "min": "0",
            "max": "82073576",
            "mean": "1854378",
            "stdev": "4659525"
        },
        {
            "name": "bh_000",
            "index": "36",
            "type": "numeric",
            "distinct": "1699",
            "missing": "12",
            "min": "0",
            "max": "3868624",
            "mean": "59585",
            "stdev": "177648"
        },
        {
            "name": "bi_000",
            "index": "37",
            "type": "numeric",
            "distinct": "1959",
            "missing": "10",
            "min": "0",
            "max": "32116248",
            "mean": "516844",
            "stdev": "1677406"
        },
        {
            "name": "bj_000",
            "index": "38",
            "type": "numeric",
            "distinct": "1941",
            "missing": "10",
            "min": "0",
            "max": "64370192",
            "mean": "556153",
            "stdev": "2665511"
        },
        {
            "name": "bk_000",
            "index": "39",
            "type": "numeric",
            "distinct": "1096",
            "missing": "770",
            "min": "0",
            "max": "1310700",
            "mean": "280740",
            "stdev": "261842"
        },
        {
            "name": "bl_000",
            "index": "40",
            "type": "numeric",
            "distinct": "922",
            "missing": "914",
            "min": "0",
            "max": "1310700",
            "mean": "327069",
            "stdev": "328775"
        },
        {
            "name": "bm_000",
            "index": "41",
            "type": "numeric",
            "distinct": "536",
            "missing": "1307",
            "min": "0",
            "max": "1310700",
            "mean": "402181",
            "stdev": "410164"
        },
        {
            "name": "bn_000",
            "index": "42",
            "type": "numeric",
            "distinct": "365",
            "missing": "1461",
            "min": "0",
            "max": "1310700",
            "mean": "467522",
            "stdev": "469952"
        },
        {
            "name": "bq_000",
            "index": "43",
            "type": "numeric",
            "distinct": "196",
            "missing": "1608",
            "min": "0",
            "max": "1310700",
            "mean": "580377",
            "stdev": "540645"
        },
        {
            "name": "br_000",
            "index": "44",
            "type": "numeric",
            "distinct": "166",
            "missing": "1634",
            "min": "0",
            "max": "1310700",
            "mean": "609734",
            "stdev": "553319"
        },
        {
            "name": "bs_000",
            "index": "45",
            "type": "numeric",
            "distinct": "1730",
            "missing": "18",
            "min": "0",
            "max": "881260",
            "mean": "79932",
            "stdev": "83318"
        },
        {
            "name": "bu_000",
            "index": "46",
            "type": "numeric",
            "distinct": "1973",
            "missing": "12",
            "min": "0",
            "max": "234981844",
            "mean": "4658669",
            "stdev": "12605381"
        },
        {
            "name": "bv_000",
            "index": "47",
            "type": "numeric",
            "distinct": "1973",
            "missing": "12",
            "min": "0",
            "max": "234981844",
            "mean": "4658669",
            "stdev": "12605381"
        },
        {
            "name": "by_000",
            "index": "48",
            "type": "numeric",
            "distinct": "1583",
            "missing": "8",
            "min": "0",
            "max": "663120",
            "mean": "22348",
            "stdev": "54453"
        },
        {
            "name": "bz_000",
            "index": "49",
            "type": "numeric",
            "distinct": "1171",
            "missing": "88",
            "min": "0",
            "max": "13056068",
            "mean": "111731",
            "stdev": "668999"
        },
        {
            "name": "ca_000",
            "index": "50",
            "type": "numeric",
            "distinct": "1782",
            "missing": "146",
            "min": "0",
            "max": "120944",
            "mean": "40290",
            "stdev": "37148"
        },
        {
            "name": "cb_000",
            "index": "51",
            "type": "numeric",
            "distinct": "1926",
            "missing": "18",
            "min": "0",
            "max": "1208460",
            "mean": "409453",
            "stdev": "369885"
        },
        {
            "name": "cc_000",
            "index": "52",
            "type": "numeric",
            "distinct": "1847",
            "missing": "109",
            "min": "0",
            "max": "226701036",
            "mean": "3937793",
            "stdev": "11157846"
        },
        {
            "name": "cd_000",
            "index": "53",
            "type": "numeric",
            "distinct": "1",
            "missing": "13",
            "min": "1209600",
            "max": "1209600",
            "mean": "1209600",
            "stdev": "0"
        },
        {
            "name": "ce_000",
            "index": "54",
            "type": "numeric",
            "distinct": "1394",
            "missing": "80",
            "min": "0",
            "max": "2763266",
            "mean": "64201",
            "stdev": "142434"
        },
        {
            "name": "cf_000",
            "index": "55",
            "type": "numeric",
            "distinct": "50",
            "missing": "488",
            "min": "0",
            "max": "140934",
            "mean": "132",
            "stdev": "3728"
        },
        {
            "name": "cg_000",
            "index": "56",
            "type": "numeric",
            "distinct": "183",
            "missing": "488",
            "min": "0",
            "max": "11510",
            "mean": "98",
            "stdev": "440"
        },
        {
            "name": "ch_000",
            "index": "57",
            "type": "numeric",
            "distinct": "1",
            "missing": "488",
            "min": "0",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ci_000",
            "index": "58",
            "type": "numeric",
            "distinct": "1973",
            "missing": "7",
            "min": "0",
            "max": "140986130",
            "mean": "3623257",
            "stdev": "9456842"
        },
        {
            "name": "ck_000",
            "index": "59",
            "type": "numeric",
            "distinct": "1970",
            "missing": "7",
            "min": "0",
            "max": "41022310",
            "mean": "736710",
            "stdev": "2389187"
        },
        {
            "name": "cl_000",
            "index": "60",
            "type": "numeric",
            "distinct": "132",
            "missing": "316",
            "min": "0",
            "max": "103424",
            "mean": "383",
            "stdev": "4603"
        },
        {
            "name": "cn_001",
            "index": "61",
            "type": "numeric",
            "distinct": "300",
            "missing": "14",
            "min": "0",
            "max": "6535920",
            "mean": "17422",
            "stdev": "178068"
        },
        {
            "name": "cn_002",
            "index": "62",
            "type": "numeric",
            "distinct": "921",
            "missing": "14",
            "min": "0",
            "max": "19139824",
            "mean": "149728",
            "stdev": "839040"
        },
        {
            "name": "cn_003",
            "index": "63",
            "type": "numeric",
            "distinct": "1839",
            "missing": "14",
            "min": "0",
            "max": "29633044",
            "mean": "541776",
            "stdev": "2033987"
        },
        {
            "name": "cn_004",
            "index": "64",
            "type": "numeric",
            "distinct": "1912",
            "missing": "14",
            "min": "0",
            "max": "75610876",
            "mean": "1343660",
            "stdev": "3833619"
        },
        {
            "name": "cn_008",
            "index": "65",
            "type": "numeric",
            "distinct": "1154",
            "missing": "14",
            "min": "0",
            "max": "3723532",
            "mean": "19317",
            "stdev": "172050"
        },
        {
            "name": "cn_009",
            "index": "66",
            "type": "numeric",
            "distinct": "524",
            "missing": "14",
            "min": "0",
            "max": "5827764",
            "mean": "6142",
            "stdev": "135944"
        },
        {
            "name": "co_000",
            "index": "67",
            "type": "numeric",
            "distinct": "298",
            "missing": "488",
            "min": "0",
            "max": "70624",
            "mean": "335",
            "stdev": "2150"
        },
        {
            "name": "cp_000",
            "index": "68",
            "type": "numeric",
            "distinct": "346",
            "missing": "88",
            "min": "0",
            "max": "496360",
            "mean": "626",
            "stdev": "11536"
        },
        {
            "name": "cr_000",
            "index": "69",
            "type": "numeric",
            "distinct": "6",
            "missing": "1530",
            "min": "0",
            "max": "38078",
            "mean": "134",
            "stdev": "2025"
        },
        {
            "name": "cs_000",
            "index": "70",
            "type": "numeric",
            "distinct": "1511",
            "missing": "14",
            "min": "0",
            "max": "924996",
            "mean": "6104",
            "stdev": "23388"
        },
        {
            "name": "cs_002",
            "index": "71",
            "type": "numeric",
            "distinct": "1530",
            "missing": "14",
            "min": "0",
            "max": "36319024",
            "mean": "275146",
            "stdev": "1739777"
        },
        {
            "name": "cs_003",
            "index": "72",
            "type": "numeric",
            "distinct": "1761",
            "missing": "14",
            "min": "0",
            "max": "60331082",
            "mean": "370314",
            "stdev": "1636999"
        },
        {
            "name": "cs_004",
            "index": "73",
            "type": "numeric",
            "distinct": "1834",
            "missing": "14",
            "min": "0",
            "max": "34092748",
            "mean": "440923",
            "stdev": "1854239"
        },
        {
            "name": "cs_005",
            "index": "74",
            "type": "numeric",
            "distinct": "1919",
            "missing": "14",
            "min": "0",
            "max": "93294288",
            "mean": "2324860",
            "stdev": "5978627"
        },
        {
            "name": "cs_006",
            "index": "75",
            "type": "numeric",
            "distinct": "1907",
            "missing": "14",
            "min": "0",
            "max": "18246078",
            "mean": "555787",
            "stdev": "1176770"
        },
        {
            "name": "cs_008",
            "index": "76",
            "type": "numeric",
            "distinct": "279",
            "missing": "14",
            "min": "0",
            "max": "440748",
            "mean": "332",
            "stdev": "9890"
        },
        {
            "name": "cs_009",
            "index": "77",
            "type": "numeric",
            "distinct": "11",
            "missing": "14",
            "min": "0",
            "max": "402502",
            "mean": "299",
            "stdev": "9989"
        },
        {
            "name": "ct_000",
            "index": "78",
            "type": "numeric",
            "distinct": "605",
            "missing": "445",
            "min": "0",
            "max": "61006",
            "mean": "725",
            "stdev": "2458"
        },
        {
            "name": "cu_000",
            "index": "79",
            "type": "numeric",
            "distinct": "677",
            "missing": "445",
            "min": "0",
            "max": "388920",
            "mean": "1576",
            "stdev": "13917"
        },
        {
            "name": "cv_000",
            "index": "80",
            "type": "numeric",
            "distinct": "1495",
            "missing": "445",
            "min": "0",
            "max": "70830702",
            "mean": "1997146",
            "stdev": "4120714"
        },
        {
            "name": "cy_000",
            "index": "81",
            "type": "numeric",
            "distinct": "97",
            "missing": "445",
            "min": "0",
            "max": "124168",
            "mean": "275",
            "stdev": "4265"
        },
        {
            "name": "cz_000",
            "index": "82",
            "type": "numeric",
            "distinct": "802",
            "missing": "445",
            "min": "0",
            "max": "16266324",
            "mean": "29798",
            "stdev": "455587"
        },
        {
            "name": "da_000",
            "index": "83",
            "type": "numeric",
            "distinct": "23",
            "missing": "445",
            "min": "0",
            "max": "10520",
            "mean": "12",
            "stdev": "274"
        },
        {
            "name": "dc_000",
            "index": "84",
            "type": "numeric",
            "distinct": "1497",
            "missing": "445",
            "min": "0",
            "max": "72983762",
            "mean": "2321127",
            "stdev": "4833479"
        },
        {
            "name": "dd_000",
            "index": "85",
            "type": "numeric",
            "distinct": "1141",
            "missing": "80",
            "min": "0",
            "max": "154908",
            "mean": "3021",
            "stdev": "8617"
        },
        {
            "name": "de_000",
            "index": "86",
            "type": "numeric",
            "distinct": "455",
            "missing": "88",
            "min": "0",
            "max": "67712",
            "mean": "377",
            "stdev": "1845"
        },
        {
            "name": "dg_000",
            "index": "87",
            "type": "numeric",
            "distinct": "46",
            "missing": "137",
            "min": "0",
            "max": "2678356",
            "mean": "1980",
            "stdev": "62413"
        },
        {
            "name": "di_000",
            "index": "88",
            "type": "numeric",
            "distinct": "298",
            "missing": "137",
            "min": "0",
            "max": "8597582",
            "mean": "29851",
            "stdev": "319218"
        },
        {
            "name": "dj_000",
            "index": "89",
            "type": "numeric",
            "distinct": "8",
            "missing": "137",
            "min": "0",
            "max": "1840",
            "mean": "2",
            "stdev": "59"
        },
        {
            "name": "do_000",
            "index": "90",
            "type": "numeric",
            "distinct": "1270",
            "missing": "88",
            "min": "0",
            "max": "1874542",
            "mean": "30420",
            "stdev": "87423"
        },
        {
            "name": "dq_000",
            "index": "91",
            "type": "numeric",
            "distinct": "415",
            "missing": "88",
            "min": "0",
            "max": "245616290",
            "mean": "1316761",
            "stdev": "9478539"
        },
        {
            "name": "dt_000",
            "index": "92",
            "type": "numeric",
            "distinct": "1339",
            "missing": "88",
            "min": "0",
            "max": "603194",
            "mean": "15687",
            "stdev": "38393"
        },
        {
            "name": "du_000",
            "index": "93",
            "type": "numeric",
            "distinct": "1570",
            "missing": "88",
            "min": "0",
            "max": "250471860",
            "mean": "4198208",
            "stdev": "12723606"
        },
        {
            "name": "dx_000",
            "index": "94",
            "type": "numeric",
            "distinct": "565",
            "missing": "88",
            "min": "0",
            "max": "60093966",
            "mean": "688376",
            "stdev": "3461790"
        },
        {
            "name": "eb_000",
            "index": "95",
            "type": "numeric",
            "distinct": "1151",
            "missing": "137",
            "min": "0",
            "max": "1322456920",
            "mean": "11168313",
            "stdev": "58963661"
        },
        {
            "name": "ec_00",
            "index": "96",
            "type": "numeric",
            "distinct": "1563",
            "missing": "338",
            "min": "0",
            "max": "67076",
            "mean": "1490",
            "stdev": "4206"
        },
        {
            "name": "ee_000",
            "index": "97",
            "type": "numeric",
            "distinct": "1924",
            "missing": "14",
            "min": "0",
            "max": "95928594",
            "mean": "782713",
            "stdev": "3268314"
        },
        {
            "name": "ee_004",
            "index": "98",
            "type": "numeric",
            "distinct": "1705",
            "missing": "14",
            "min": "0",
            "max": "27009152",
            "mean": "437125",
            "stdev": "1113162"
        },
        {
            "name": "ef_000",
            "index": "99",
            "type": "numeric",
            "distinct": "4",
            "missing": "88",
            "min": "0",
            "max": "144",
            "mean": "0",
            "stdev": "3"
        }
    ],
    "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
}