DEVELOPMENT...      {
    "data_id": "44979",
    "name": "diamonds",
    "exact_name": "diamonds",
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    "description": "**Description**\n\nThis classic dataset originally contained the prices and other attributes of almost 54,000 diamonds.\nHowever, 14184 of those seem to be the same diamonds, measure from a different angle.\nThis can be found out but checking for duplicated value when disregarding the variables\nx, y, z , depth and table, which are dependent on the angle.\n\n**Attribute Information**\n\n1. *price* - Content price price in US dollars (\\$326--\\$18,823), target feature\n2. *carat* - weight of the diamond (0.2--5.01)\n3. *cut* - quality of the cut (Fair, Good, Very Good, Premium, Ideal)\n4. *color* - diamond colour, from J (worst) to D (best)\n5. *clarity* - a measurement of how clear the diamond is (I1 (worst), SI2, SI1, VS2, VS1, VVS2, VVS1, IF (best))\n6. *x* - length in mm (0--10.74)\n7. *y* - width in mm (0--58.9)\n8. *z* - depth in mm (0--31.8)\n9. *depth* - total depth percentage = z \/ mean(x, y) = 2 * z \/ (x + y) (43--79)\n10. *table* - width of top of diamond relative to widest point (43--95)",
    "format": "arff",
    "uploader": "Shirley ",
    "uploader_id": 30127,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2022-12-22 16:15:30",
    "update_comment": null,
    "last_update": "2022-12-22 16:15:30",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111843\/file22f1679ae7b21.arff",
    "default_target_attribute": "price",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "diamonds",
            "This classic dataset originally contained the prices and other attributes of almost 54,000 diamonds. However, 14184 of those seem to be the same diamonds, measure from a different angle. This can be found out but checking for duplicated value when disregarding the variables x, y, z , depth and table, which are dependent on the angle. 1. *price* - Content price price in US dollars (\\$326--\\$18,823), target feature 2. *carat* - weight of the diamond (0.2--5.01) 3. *cut* - quality of the cut (Fair, "
        ],
        "weight": 5
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    "qualities": {
        "NumberOfInstances": 53940,
        "NumberOfFeatures": 10,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 7,
        "NumberOfSymbolicFeatures": 3,
        "PercentageOfSymbolicFeatures": 30,
        "AutoCorrelation": -22.555590574537902,
        "PercentageOfNumericFeatures": 70,
        "PercentageOfMissingValues": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfBinaryFeatures": 0,
        "NumberOfBinaryFeatures": 0,
        "MinorityClassSize": null,
        "MinorityClassPercentage": null,
        "MajorityClassSize": null,
        "MajorityClassPercentage": null,
        "Dimensionality": 0.0001853911753800519
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    "tags": [
        {
            "tag": "study_353",
            "uploader": "0"
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            "mean": "3933",
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            "name": "cut",
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            "missing": "0",
            "distr": []
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            "name": "color",
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