DEVELOPMENT...      {
    "data_id": "44787",
    "name": "porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "exact_name": "porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True",
    "version": 1,
    "version_label": "7099b712-8e61-487f-ac08-1d37d560f96c",
    "description": "Subsampling of the dataset porto-seguro (42742) with\n\nseed=4\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 18:54:57",
    "update_comment": null,
    "last_update": "2022-11-17 18:54:57",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111549\/dataset",
    "default_target_attribute": "target",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "porto-seguro_seed_4_nrows_2000_nclasses_10_ncols_100_stratify_True",
            "Subsampling of the dataset porto-seguro (42742) with seed=4 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.cho "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 2000,
        "NumberOfFeatures": 58,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 2837,
        "NumberOfInstancesWithMissingValues": 1576,
        "NumberOfNumericFeatures": 26,
        "NumberOfSymbolicFeatures": 32,
        "PercentageOfSymbolicFeatures": 55.172413793103445,
        "AutoCorrelation": 0.9279639819909955,
        "PercentageOfNumericFeatures": 44.827586206896555,
        "PercentageOfMissingValues": 2.445689655172414,
        "PercentageOfInstancesWithMissingValues": 78.8,
        "PercentageOfBinaryFeatures": 41.37931034482759,
        "NumberOfBinaryFeatures": 24,
        "MinorityClassSize": 73,
        "MinorityClassPercentage": 3.65,
        "MajorityClassSize": 1927,
        "MajorityClassPercentage": 96.35000000000001,
        "Dimensionality": 0.029
    },
    "tags": [],
    "features": [
        {
            "name": "target",
            "index": "57",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1927",
                        "0"
                    ],
                    [
                        "0",
                        "73"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_10_cat",
            "index": "30",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1",
                    "2"
                ],
                [
                    [
                        "16",
                        "2"
                    ],
                    [
                        "1911",
                        "71"
                    ],
                    [
                        "0",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_09_cat",
            "index": "29",
            "type": "nominal",
            "distinct": "5",
            "missing": "3",
            "distr": [
                [
                    "0",
                    "1",
                    "2",
                    "3",
                    "4"
                ],
                [
                    [
                        "649",
                        "24"
                    ],
                    [
                        "94",
                        "4"
                    ],
                    [
                        "1126",
                        "43"
                    ],
                    [
                        "45",
                        "0"
                    ],
                    [
                        "11",
                        "1"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_11_cat",
            "index": "31",
            "type": "nominal",
            "distinct": "104",
            "missing": "0",
            "distr": [
                [
                    "1",
                    "2",
                    "3",
                    "4",
                    "5",
                    "6",
                    "7",
                    "8",
                    "9",
                    "10",
                    "11",
                    "12",
                    "13",
                    "14",
                    "15",
                    "16",
                    "17",
                    "18",
                    "19",
                    "20",
                    "21",
                    "22",
                    "23",
                    "24",
                    "25",
                    "26",
                    "27",
                    "28",
                    "29",
                    "30",
                    "31",
                    "32",
                    "33",
                    "34",
                    "35",
                    "36",
                    "37",
                    "38",
                    "39",
                    "40",
                    "41",
                    "42",
                    "43",
                    "44",
                    "45",
                    "46",
                    "47",
                    "48",
                    "49",
                    "50",
                    "51",
                    "52",
                    "53",
                    "54",
                    "55",
                    "56",
                    "57",
                    "58",
                    "59",
                    "60",
                    "61",
                    "62",
                    "63",
                    "64",
                    "65",
                    "66",
                    "67",
                    "68",
                    "69",
                    "70",
                    "71",
                    "72",
                    "73",
                    "74",
                    "75",
                    "76",
                    "77",
                    "78",
                    "79",
                    "80",
                    "81",
                    "82",
                    "83",
                    "84",
                    "85",
                    "86",
                    "87",
                    "88",
                    "89",
                    "90",
                    "91",
                    "92",
                    "93",
                    "94",
                    "95",
                    "96",
                    "97",
                    "98",
                    "99",
                    "100",
                    "101",
                    "102",
                    "103",
                    "104"
                ],
                [
                    [
                        "15",
                        "1"
                    ],
                    [
                        "9",
                        "0"
                    ],
                    [
                        "13",
                        "1"
                    ],
                    [
                        "9",
                        "2"
                    ],
                    [
                        "38",
                        "3"
                    ],
                    [
                        "15",
                        "1"
                    ],
                    [
                        "20",
                        "0"
                    ],
                    [
                        "13",
                        "0"
                    ],
                    [
                        "10",
                        "0"
                    ],
                    [
                        "24",
                        "1"
                    ],
                    [
                        "33",
                        "0"
                    ],
                    [
                        "25",
                        "2"
                    ],
                    [
                        "4",
                        "0"
                    ],
                    [
                        "12",
                        "1"
                    ],
                    [
                        "7",
                        "0"
                    ],
                    [
                        "20",
                        "1"
                    ],
                    [
                        "17",
                        "0"
                    ],
                    [
                        "9",
                        "1"
                    ],
                    [
                        "14",
                        "1"
                    ],
                    [
                        "4",
                        "0"
                    ],
                    [
                        "8",
                        "0"
                    ],
                    [
                        "28",
                        "0"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "5",
                        "0"
                    ],
                    [
                        "13",
                        "1"
                    ],
                    [
                        "7",
                        "3"
                    ],
                    [
                        "16",
                        "0"
                    ],
                    [
                        "42",
                        "2"
                    ],
                    [
                        "9",
                        "0"
                    ],
                    [
                        "12",
                        "0"
                    ],
                    [
                        "14",
                        "0"
                    ],
                    [
                        "33",
                        "0"
                    ],
                    [
                        "7",
                        "0"
                    ],
                    [
                        "16",
                        "1"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "10",
                        "2"
                    ],
                    [
                        "11",
                        "0"
                    ],
                    [
                        "24",
                        "2"
                    ],
                    [
                        "36",
                        "0"
                    ],
                    [
                        "11",
                        "0"
                    ],
                    [
                        "8",
                        "2"
                    ],
                    [
                        "19",
                        "0"
                    ],
                    [
                        "10",
                        "1"
                    ],
                    [
                        "16",
                        "0"
                    ],
                    [
                        "5",
                        "1"
                    ],
                    [
                        "17",
                        "0"
                    ],
                    [
                        "4",
                        "0"
                    ],
                    [
                        "18",
                        "1"
                    ],
                    [
                        "15",
                        "0"
                    ],
                    [
                        "7",
                        "0"
                    ],
                    [
                        "17",
                        "1"
                    ],
                    [
                        "15",
                        "0"
                    ],
                    [
                        "15",
                        "1"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "13",
                        "0"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "15",
                        "1"
                    ],
                    [
                        "5",
                        "1"
                    ],
                    [
                        "7",
                        "0"
                    ],
                    [
                        "26",
                        "0"
                    ],
                    [
                        "5",
                        "0"
                    ],
                    [
                        "5",
                        "0"
                    ],
                    [
                        "4",
                        "1"
                    ],
                    [
                        "68",
                        "3"
                    ],
                    [
                        "31",
                        "0"
                    ],
                    [
                        "11",
                        "2"
                    ],
                    [
                        "27",
                        "3"
                    ],
                    [
                        "32",
                        "0"
                    ],
                    [
                        "4",
                        "1"
                    ],
                    [
                        "27",
                        "1"
                    ],
                    [
                        "8",
                        "1"
                    ],
                    [
                        "6",
                        "0"
                    ],
                    [
                        "6",
                        "0"
                    ],
                    [
                        "11",
                        "2"
                    ],
                    [
                        "6",
                        "0"
                    ],
                    [
                        "7",
                        "0"
                    ],
                    [
                        "5",
                        "0"
                    ],
                    [
                        "20",
                        "0"
                    ],
                    [
                        "7",
                        "0"
                    ],
                    [
                        "18",
                        "0"
                    ],
                    [
                        "5",
                        "0"
                    ],
                    [
                        "32",
                        "2"
                    ],
                    [
                        "30",
                        "1"
                    ],
                    [
                        "18",
                        "0"
                    ],
                    [
                        "25",
                        "0"
                    ],
                    [
                        "14",
                        "0"
                    ],
                    [
                        "43",
                        "3"
                    ],
                    [
                        "11",
                        "1"
                    ],
                    [
                        "18",
                        "0"
                    ],
                    [
                        "15",
                        "0"
                    ],
                    [
                        "12",
                        "0"
                    ],
                    [
                        "27",
                        "0"
                    ],
                    [
                        "12",
                        "0"
                    ],
                    [
                        "15",
                        "1"
                    ],
                    [
                        "14",
                        "0"
                    ],
                    [
                        "6",
                        "0"
                    ],
                    [
                        "11",
                        "1"
                    ],
                    [
                        "5",
                        "0"
                    ],
                    [
                        "39",
                        "0"
                    ],
                    [
                        "15",
                        "0"
                    ],
                    [
                        "24",
                        "0"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "81",
                        "2"
                    ],
                    [
                        "287",
                        "13"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_11",
            "index": "32",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "ps_car_12",
            "index": "33",
            "type": "numeric",
            "distinct": "60",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ps_car_13",
            "index": "34",
            "type": "numeric",
            "distinct": "1842",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "ps_car_14",
            "index": "35",
            "type": "numeric",
            "distinct": "359",
            "missing": "158",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ps_car_15",
            "index": "36",
            "type": "numeric",
            "distinct": "15",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "ps_calc_01",
            "index": "37",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ps_calc_02",
            "index": "38",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ps_calc_03",
            "index": "39",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ps_calc_04",
            "index": "40",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "ps_calc_05",
            "index": "41",
            "type": "numeric",
            "distinct": "7",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "ps_calc_06",
            "index": "42",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "3",
            "max": "10",
            "mean": "8",
            "stdev": "1"
        },
        {
            "name": "ps_calc_07",
            "index": "43",
            "type": "numeric",
            "distinct": "9",
            "missing": "0",
            "min": "0",
            "max": "8",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "ps_calc_08",
            "index": "44",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "2",
            "max": "12",
            "mean": "9",
            "stdev": "1"
        },
        {
            "name": "ps_calc_09",
            "index": "45",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "0",
            "max": "7",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "ps_calc_10",
            "index": "46",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "0",
            "max": "19",
            "mean": "9",
            "stdev": "3"
        },
        {
            "name": "ps_calc_11",
            "index": "47",
            "type": "numeric",
            "distinct": "15",
            "missing": "0",
            "min": "0",
            "max": "15",
            "mean": "5",
            "stdev": "2"
        },
        {
            "name": "ps_calc_12",
            "index": "48",
            "type": "numeric",
            "distinct": "7",
            "missing": "0",
            "min": "0",
            "max": "6",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "ps_calc_13",
            "index": "49",
            "type": "numeric",
            "distinct": "11",
            "missing": "0",
            "min": "0",
            "max": "10",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "ps_calc_14",
            "index": "50",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "0",
            "max": "19",
            "mean": "7",
            "stdev": "3"
        },
        {
            "name": "ps_calc_15_bin",
            "index": "51",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1703",
                        "64"
                    ],
                    [
                        "224",
                        "9"
                    ]
                ]
            ]
        },
        {
            "name": "ps_calc_16_bin",
            "index": "52",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "724",
                        "27"
                    ],
                    [
                        "1203",
                        "46"
                    ]
                ]
            ]
        },
        {
            "name": "ps_calc_17_bin",
            "index": "53",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "832",
                        "35"
                    ],
                    [
                        "1095",
                        "38"
                    ]
                ]
            ]
        },
        {
            "name": "ps_calc_18_bin",
            "index": "54",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1396",
                        "60"
                    ],
                    [
                        "531",
                        "13"
                    ]
                ]
            ]
        },
        {
            "name": "ps_calc_19_bin",
            "index": "55",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1242",
                        "44"
                    ],
                    [
                        "685",
                        "29"
                    ]
                ]
            ]
        },
        {
            "name": "ps_calc_20_bin",
            "index": "56",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1634",
                        "64"
                    ],
                    [
                        "293",
                        "9"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_16_bin",
            "index": "15",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "636",
                        "24"
                    ],
                    [
                        "1291",
                        "49"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_02_cat",
            "index": "1",
            "type": "nominal",
            "distinct": "4",
            "missing": "3",
            "distr": [
                [
                    "1",
                    "2",
                    "3",
                    "4"
                ],
                [
                    [
                        "1394",
                        "57"
                    ],
                    [
                        "402",
                        "10"
                    ],
                    [
                        "92",
                        "3"
                    ],
                    [
                        "37",
                        "2"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_03",
            "index": "2",
            "type": "numeric",
            "distinct": "12",
            "missing": "0",
            "min": "0",
            "max": "11",
            "mean": "5",
            "stdev": "3"
        },
        {
            "name": "ps_ind_04_cat",
            "index": "3",
            "type": "nominal",
            "distinct": "2",
            "missing": "1",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1116",
                        "40"
                    ],
                    [
                        "811",
                        "32"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_05_cat",
            "index": "4",
            "type": "nominal",
            "distinct": "7",
            "missing": "20",
            "distr": [
                [
                    "0",
                    "1",
                    "2",
                    "3",
                    "4",
                    "5",
                    "6"
                ],
                [
                    [
                        "1714",
                        "55"
                    ],
                    [
                        "25",
                        "1"
                    ],
                    [
                        "15",
                        "2"
                    ],
                    [
                        "23",
                        "0"
                    ],
                    [
                        "68",
                        "5"
                    ],
                    [
                        "5",
                        "1"
                    ],
                    [
                        "61",
                        "5"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_06_bin",
            "index": "5",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1172",
                        "53"
                    ],
                    [
                        "755",
                        "20"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_07_bin",
            "index": "6",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1420",
                        "49"
                    ],
                    [
                        "507",
                        "24"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_08_bin",
            "index": "7",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1610",
                        "60"
                    ],
                    [
                        "317",
                        "13"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_09_bin",
            "index": "8",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1579",
                        "57"
                    ],
                    [
                        "348",
                        "16"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_10_bin",
            "index": "9",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1926",
                        "73"
                    ],
                    [
                        "1",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_11_bin",
            "index": "10",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1923",
                        "73"
                    ],
                    [
                        "4",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_12_bin",
            "index": "11",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1909",
                        "73"
                    ],
                    [
                        "18",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_13_bin",
            "index": "12",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1926",
                        "73"
                    ],
                    [
                        "1",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_14",
            "index": "13",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ps_ind_15",
            "index": "14",
            "type": "numeric",
            "distinct": "14",
            "missing": "0",
            "min": "0",
            "max": "13",
            "mean": "7",
            "stdev": "4"
        },
        {
            "name": "ps_ind_01",
            "index": "0",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "0",
            "max": "7",
            "mean": "2",
            "stdev": "2"
        },
        {
            "name": "ps_ind_17_bin",
            "index": "16",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1708",
                        "63"
                    ],
                    [
                        "219",
                        "10"
                    ]
                ]
            ]
        },
        {
            "name": "ps_ind_18_bin",
            "index": "17",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "1643",
                        "63"
                    ],
                    [
                        "284",
                        "10"
                    ]
                ]
            ]
        },
        {
            "name": "ps_reg_01",
            "index": "18",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "ps_reg_02",
            "index": "19",
            "type": "numeric",
            "distinct": "19",
            "missing": "0",
            "min": "0",
            "max": "2",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "ps_reg_03",
            "index": "20",
            "type": "numeric",
            "distinct": "1116",
            "missing": "411",
            "min": "0",
            "max": "2",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "ps_car_01_cat",
            "index": "21",
            "type": "nominal",
            "distinct": "12",
            "missing": "1",
            "distr": [
                [
                    "0",
                    "1",
                    "2",
                    "3",
                    "4",
                    "5",
                    "6",
                    "7",
                    "8",
                    "9",
                    "10",
                    "11"
                ],
                [
                    [
                        "20",
                        "0"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "8",
                        "0"
                    ],
                    [
                        "13",
                        "3"
                    ],
                    [
                        "102",
                        "5"
                    ],
                    [
                        "74",
                        "5"
                    ],
                    [
                        "193",
                        "11"
                    ],
                    [
                        "613",
                        "10"
                    ],
                    [
                        "54",
                        "2"
                    ],
                    [
                        "71",
                        "2"
                    ],
                    [
                        "161",
                        "4"
                    ],
                    [
                        "615",
                        "30"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_02_cat",
            "index": "22",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "313",
                        "19"
                    ],
                    [
                        "1614",
                        "54"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_03_cat",
            "index": "23",
            "type": "nominal",
            "distinct": "2",
            "missing": "1353",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "221",
                        "13"
                    ],
                    [
                        "396",
                        "17"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_04_cat",
            "index": "24",
            "type": "nominal",
            "distinct": "9",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1",
                    "2",
                    "3",
                    "4",
                    "5",
                    "6",
                    "7",
                    "8",
                    "9"
                ],
                [
                    [
                        "1603",
                        "50"
                    ],
                    [
                        "108",
                        "8"
                    ],
                    [
                        "92",
                        "3"
                    ],
                    [
                        "2",
                        "0"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "3",
                        "0"
                    ],
                    [
                        "5",
                        "1"
                    ],
                    [
                        "0",
                        "0"
                    ],
                    [
                        "65",
                        "5"
                    ],
                    [
                        "46",
                        "6"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_05_cat",
            "index": "25",
            "type": "nominal",
            "distinct": "2",
            "missing": "848",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "525",
                        "22"
                    ],
                    [
                        "576",
                        "29"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_06_cat",
            "index": "26",
            "type": "nominal",
            "distinct": "18",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1",
                    "2",
                    "3",
                    "4",
                    "5",
                    "6",
                    "7",
                    "8",
                    "9",
                    "10",
                    "11",
                    "12",
                    "13",
                    "14",
                    "15",
                    "16",
                    "17"
                ],
                [
                    [
                        "336",
                        "10"
                    ],
                    [
                        "370",
                        "12"
                    ],
                    [
                        "4",
                        "0"
                    ],
                    [
                        "33",
                        "1"
                    ],
                    [
                        "112",
                        "4"
                    ],
                    [
                        "8",
                        "0"
                    ],
                    [
                        "60",
                        "4"
                    ],
                    [
                        "57",
                        "0"
                    ],
                    [
                        "3",
                        "1"
                    ],
                    [
                        "49",
                        "0"
                    ],
                    [
                        "110",
                        "4"
                    ],
                    [
                        "457",
                        "17"
                    ],
                    [
                        "5",
                        "0"
                    ],
                    [
                        "20",
                        "2"
                    ],
                    [
                        "196",
                        "6"
                    ],
                    [
                        "75",
                        "8"
                    ],
                    [
                        "11",
                        "0"
                    ],
                    [
                        "21",
                        "4"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_07_cat",
            "index": "27",
            "type": "nominal",
            "distinct": "2",
            "missing": "39",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "85",
                        "2"
                    ],
                    [
                        "1809",
                        "65"
                    ]
                ]
            ]
        },
        {
            "name": "ps_car_08_cat",
            "index": "28",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "362",
                        "14"
                    ],
                    [
                        "1565",
                        "59"
                    ]
                ]
            ]
        }
    ],
    "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
}