{
    "data_id": "44989",
    "name": "kings_county",
    "exact_name": "kings_county",
    "version": 2,
    "version_label": null,
    "description": "**Data Description**\n\nThis dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015.\n\n**Attribute Description**\n\n1. *price* - target feature\n2. *bedrooms* - number of bedrooms\n3. *bathrooms* - number of bathrooms\n4. *sqft_living* - Size of living area in square feet\n5. *sqft_lot* - Size of the lot in square feet\n6. *floors* - Number of floors\n7. *waterfront* - '1' if the property has a waterfront, '0' if not.\n8. *view* - an index from 0 to 4 of how good the view of the property was\n9. *condition* - Condition of the house, ranked from 1 to 5\n10. *grade* - Classification by construction quality which refers to the types of materials used and the quality of workmanship; the higher, the better\n11. *sqft_above* - Square feet above ground\n12. *sqft_basement* - Square feet below ground\n13. *yr_built* - Year built\n14. *yr_renovated* - Year renovated. 0 if never renovated\n15. *zipcode* - 5 digit zip code\n16. *lat* - Latitude\n17. *long* - Longitude\n18. *sqft_living15* - Average size of interior housing living space for the closest 15 houses, in square feet\n19. *sqft_lot15* - Average size of land lots for the closest 15 houses, in square feet\n20. *date_year* - Date sold - year\n21. *date_month* - Date sold - month\n22. *date_day* - Date sold - day",
    "format": "arff",
    "uploader": "Sebastian Fischer",
    "uploader_id": 30127,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2022-12-22 16:18:05",
    "update_comment": null,
    "last_update": "2022-12-22 16:18:05",
    "licence": "CC 0: Public Domain",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111853\/file22f167bd414f1.arff",
    "kaggle_url": null,
    "default_target_attribute": "price",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "kings_county",
            "This dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015. 1. *price* - target feature 2. *bedrooms* - number of bedrooms 3. *bathrooms* - number of bathrooms 4. *sqft_living* - Size of living area in square feet 5. *sqft_lot* - Size of the lot in square feet 6. *floors* - Number of floors 7. *waterfront* - '1' if the property has a waterfront, '0' if not. 8. *view* - an index from 0 to 4 of how good the view of the prop "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 21613,
        "NumberOfFeatures": 22,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 18,
        "NumberOfSymbolicFeatures": 4,
        "PercentageOfBinaryFeatures": 4.545454545454546,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "AutoCorrelation": -324979.41569498426,
        "PercentageOfNumericFeatures": 81.81818181818183,
        "Dimensionality": 0.001017905889973627,
        "PercentageOfSymbolicFeatures": 18.181818181818183,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 1
    },
    "tags": [],
    "features": [
        {
            "name": "price",
            "index": "0",
            "type": "numeric",
            "distinct": "4028",
            "missing": "0",
            "target": "1",
            "min": "75000",
            "max": "7700000",
            "mean": "540088",
            "stdev": "367127"
        },
        {
            "name": "bedrooms",
            "index": "1",
            "type": "numeric",
            "distinct": "13",
            "missing": "0",
            "min": "0",
            "max": "33",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "bathrooms",
            "index": "2",
            "type": "numeric",
            "distinct": "30",
            "missing": "0",
            "min": "0",
            "max": "8",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "sqft_living",
            "index": "3",
            "type": "numeric",
            "distinct": "1038",
            "missing": "0",
            "min": "290",
            "max": "13540",
            "mean": "2080",
            "stdev": "918"
        },
        {
            "name": "sqft_lot",
            "index": "4",
            "type": "numeric",
            "distinct": "9782",
            "missing": "0",
            "min": "520",
            "max": "1651359",
            "mean": "15107",
            "stdev": "41421"
        },
        {
            "name": "floors",
            "index": "5",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "waterfront",
            "index": "6",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "view",
            "index": "7",
            "type": "numeric",
            "distinct": "5",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "condition",
            "index": "8",
            "type": "numeric",
            "distinct": "5",
            "missing": "0",
            "min": "1",
            "max": "5",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "grade",
            "index": "9",
            "type": "numeric",
            "distinct": "12",
            "missing": "0",
            "min": "1",
            "max": "13",
            "mean": "8",
            "stdev": "1"
        },
        {
            "name": "sqft_above",
            "index": "10",
            "type": "numeric",
            "distinct": "946",
            "missing": "0",
            "min": "290",
            "max": "9410",
            "mean": "1788",
            "stdev": "828"
        },
        {
            "name": "sqft_basement",
            "index": "11",
            "type": "numeric",
            "distinct": "306",
            "missing": "0",
            "min": "0",
            "max": "4820",
            "mean": "292",
            "stdev": "443"
        },
        {
            "name": "yr_built",
            "index": "12",
            "type": "numeric",
            "distinct": "116",
            "missing": "0",
            "min": "1900",
            "max": "2015",
            "mean": "1971",
            "stdev": "29"
        },
        {
            "name": "yr_renovated",
            "index": "13",
            "type": "numeric",
            "distinct": "70",
            "missing": "0",
            "min": "0",
            "max": "2015",
            "mean": "84",
            "stdev": "402"
        },
        {
            "name": "zipcode",
            "index": "14",
            "type": "nominal",
            "distinct": "70",
            "missing": "0",
            "distr": []
        },
        {
            "name": "lat",
            "index": "15",
            "type": "numeric",
            "distinct": "5034",
            "missing": "0",
            "min": "47",
            "max": "48",
            "mean": "48",
            "stdev": "0"
        },
        {
            "name": "long",
            "index": "16",
            "type": "numeric",
            "distinct": "752",
            "missing": "0",
            "min": "-123",
            "max": "0",
            "mean": "-122",
            "stdev": "0"
        },
        {
            "name": "sqft_living15",
            "index": "17",
            "type": "numeric",
            "distinct": "777",
            "missing": "0",
            "min": "399",
            "max": "6210",
            "mean": "1987",
            "stdev": "685"
        },
        {
            "name": "sqft_lot15",
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            "type": "numeric",
            "distinct": "8689",
            "missing": "0",
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            "max": "871200",
            "mean": "12768",
            "stdev": "27304"
        },
        {
            "name": "date_year",
            "index": "19",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "date_month",
            "index": "20",
            "type": "nominal",
            "distinct": "12",
            "missing": "0",
            "distr": []
        },
        {
            "name": "date_day",
            "index": "21",
            "type": "nominal",
            "distinct": "31",
            "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
}