{
    "data_id": "46081",
    "name": "Dog_Breeds_Ranked",
    "exact_name": "Dog_Breeds_Ranked",
    "version": 1,
    "version_label": null,
    "description": "### Description:\n\nThe Dogs Ranking Dataset is an informative compilation aimed at providing a comprehensive overview of various dog breeds and their characteristics. This dataset encompasses a wide array of attributes spanning from physical traits to cost-related aspects, making it an indispensable resource for potential dog owners, veterinarians, and dog enthusiasts. It delves into breed-specific information including type, size, intelligence, congenital ailments, and more, coupled with quantitative metrics suchasility for cohabitation with children, and financial commitments involved over a dog's lifespan.\n\n### Attribute Description:\n\n- **Breed**: Includes breeds like English Springer Spaniel, Akita, amongst others.\n- **Type**: Classifies breeds into categories like hound, non-sporting, and terrier.\n- **Score**: A numerical value indicating the breed's overall rating.\n- **Popularity Ranking**: Numeric rank based on the breed's popularity.\n- **Size & Size.1**: Represents the dog's physical stature, with values like medium and large. 'Size.1' offers a descriptive size categorization.\n- **Intelligence**: Descriptive ranking of the breed's intelligence level.\n- **Congenital Ailments**: Lists potential hereditary health issues.\n- **Score for Kids**: Numerical rating reflecting suitability for families with children.\n- **$LIFETIME COST**: Estimated financial cost covering the dog's lifespan.\n- **INTELLIGENCE RANK & INTELLIGENCE %**: Provides a rank and percentage estimating the breed's intelligence.\n- **LONGEVITY(YEARS)**: Average lifespan in years.\n- **NUMBER OF GENETIC AILMENTS**: Indicates the count of known hereditary conditions.\n- **GENETIC AILMENTS**: Detailing specific hereditary health issues.\n- **PURCHASE PRICE**: Initial cost of acquiring the breed.\n- **FOOD COSTS PER YEAR**: Annual estimated expenditure on food.\n- **GROOMING FREQUENCY**: Required frequency of grooming.\n- **SUITABILITY FOR CHILDS**: Numeric score indicating compatibility with children.\n\n### Use Case:\n\nThis dataset is particularly valuable for individuals looking to adopt or purchase a dog by offering a data-driven approach to understanding breed-specific expectations and responsibilities. It assists in matching a breed to a potential owner's lifestyle, financial readiness, and compatibility with household members, including children. Additionally, it serves as a research tool for veterinary studies focusing on congenital ailments and their prevalence across breeds, thus contributing to targeted healthcare and breeding practices.",
    "format": "arff",
    "uploader": "Iwo Godzwon",
    "uploader_id": 39999,
    "visibility": "public",
    "creator": "\"None\"",
    "contributor": "\"Jaina\"",
    "date": "2024-05-31 13:12:36",
    "update_comment": null,
    "last_update": "2024-05-31 13:12:36",
    "licence": "Public Domain (CC0)",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22120525\/dataset",
    "kaggle_url": null,
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "Dog_Breeds_Ranked",
            "### Description: The Dogs Ranking Dataset is an informative compilation aimed at providing a comprehensive overview of various dog breeds and their characteristics. This dataset encompasses a wide array of attributes spanning from physical traits to cost-related aspects, making it an indispensable resource for potential dog owners, veterinarians, and dog enthusiasts. It delves into breed-specific information including type, size, intelligence, congenital ailments, and more, coupled with quantita "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 87,
        "NumberOfFeatures": 19,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 6,
        "NumberOfSymbolicFeatures": 10,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "AutoCorrelation": null,
        "PercentageOfNumericFeatures": 31.57894736842105,
        "Dimensionality": 0.21839080459770116,
        "PercentageOfSymbolicFeatures": 52.63157894736842,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0
    },
    "tags": [],
    "features": [
        {
            "name": "Breed",
            "index": "0",
            "type": "nominal",
            "distinct": "87",
            "missing": "0",
            "distr": []
        },
        {
            "name": "type",
            "index": "1",
            "type": "nominal",
            "distinct": "7",
            "missing": "0",
            "distr": []
        },
        {
            "name": "score",
            "index": "2",
            "type": "numeric",
            "distinct": "71",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "popularity ranking",
            "index": "3",
            "type": "numeric",
            "distinct": "87",
            "missing": "0",
            "min": "1",
            "max": "87",
            "mean": "44",
            "stdev": "25"
        },
        {
            "name": "size",
            "index": "4",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        },
        {
            "name": "intelligence",
            "index": "5",
            "type": "nominal",
            "distinct": "6",
            "missing": "0",
            "distr": []
        },
        {
            "name": "congential ailments",
            "index": "6",
            "type": "nominal",
            "distinct": "47",
            "missing": "0",
            "distr": []
        },
        {
            "name": "score for kids",
            "index": "7",
            "type": "numeric",
            "distinct": "71",
            "missing": "0",
            "min": "2",
            "max": "5",
            "mean": "4",
            "stdev": "1"
        },
        {
            "name": "size.1",
            "index": "8",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        },
        {
            "name": "$LIFETIME COST",
            "index": "9",
            "type": "string",
            "distinct": "87",
            "missing": "0"
        },
        {
            "name": "INTELLIGENCE RANK",
            "index": "10",
            "type": "numeric",
            "distinct": "67",
            "missing": "0",
            "min": "1",
            "max": "80",
            "mean": "42",
            "stdev": "22"
        },
        {
            "name": "INTELLIGENCE %",
            "index": "11",
            "type": "string",
            "distinct": "67",
            "missing": "0"
        },
        {
            "name": "LONGEVITY(YEARS)",
            "index": "12",
            "type": "numeric",
            "distinct": "83",
            "missing": "0",
            "min": "6",
            "max": "17",
            "mean": "11",
            "stdev": "2"
        },
        {
            "name": "NUMBER OF GENETIC AILMENTS",
            "index": "13",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "0",
            "max": "9",
            "mean": "2",
            "stdev": "2"
        },
        {
            "name": "GENETIC AILMENTS",
            "index": "14",
            "type": "nominal",
            "distinct": "50",
            "missing": "0",
            "distr": []
        },
        {
            "name": "PURCHASE PRICE",
            "index": "15",
            "type": "string",
            "distinct": "77",
            "missing": "0"
        },
        {
            "name": "FOOD COSTS PER YEAR",
            "index": "16",
            "type": "nominal",
            "distinct": "10",
            "missing": "0",
            "distr": []
        },
        {
            "name": "GROOMING FREQUNCY",
            "index": "17",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        },
        {
            "name": "SUITABILITY FOR CHILDREN",
            "index": "18",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        }
    ],
    "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
}