{
    "data_id": "44990",
    "name": "brazilian_houses",
    "exact_name": "brazilian_houses",
    "version": 16,
    "version_label": null,
    "description": "**Data Description**\n\nThis dataset contains 10962 houses to rent in Brazil in 2020 with 13 diferent features.\n\nThe data was obtained as a result of web scraping and this is why there could be some values in the dataset that can be considered outliers.\n\n**Attribute Description**\n\n*rent_amount*, *property_tax*, *fire_insurance* columns should be ignored if *total* is taken as the target feature for the task, as they are part of *total*.\n\n1. *city*\n2. *area*\n3. *rooms*\n4. *bathroom*\n5. *parking_spaces*\n6. *floor*\n7. *animal* - \"accept\" or \"not accept\"\n8. *furniture* - \"furnished\" or \"not furnished\"\n9. *hoa*\n10. *rent_amount*\n11. *property_tax*\n12. *fire_insurance*\n13. *total* - target feature",
    "format": "arff",
    "uploader": "Sebastian Fischer",
    "uploader_id": 30127,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2022-12-22 16:18:11",
    "update_comment": null,
    "last_update": "2022-12-22 16:18:11",
    "licence": "CC 0: Public Domain",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111854\/file22f1627e4a960.arff",
    "kaggle_url": null,
    "default_target_attribute": "total",
    "row_id_attribute": null,
    "ignore_attribute": "\"rent_amount\",\"property_tax\",\"fire_insurance\"",
    "runs": 0,
    "suggest": {
        "input": [
            "brazilian_houses",
            "This dataset contains 10962 houses to rent in Brazil in 2020 with 13 diferent features. The data was obtained as a result of web scraping and this is why there could be some values in the dataset that can be considered outliers. *rent_amount*, *property_tax*, *fire_insurance* columns should be ignored if *total* is taken as the target feature for the task, as they are part of *total*. 1. *city* 2. *area* 3. *rooms* 4. *bathroom* 5. *parking_spaces* 6. *floor* 7. *animal* - \"accept\" or \"not accep "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 10692,
        "NumberOfFeatures": 10,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 6,
        "NumberOfSymbolicFeatures": 4,
        "PercentageOfBinaryFeatures": 20,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "AutoCorrelation": -5063.256383874287,
        "PercentageOfNumericFeatures": 60,
        "Dimensionality": 0.0009352787130564908,
        "PercentageOfSymbolicFeatures": 40,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 2
    },
    "tags": [],
    "features": [
        {
            "name": "total",
            "index": "12",
            "type": "numeric",
            "distinct": "5751",
            "missing": "0",
            "target": "1",
            "min": "499",
            "max": "1120000",
            "mean": "5490",
            "stdev": "16485"
        },
        {
            "name": "city",
            "index": "0",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": []
        },
        {
            "name": "area",
            "index": "1",
            "type": "numeric",
            "distinct": "517",
            "missing": "0",
            "min": "11",
            "max": "46335",
            "mean": "149",
            "stdev": "537"
        },
        {
            "name": "rooms",
            "index": "2",
            "type": "numeric",
            "distinct": "11",
            "missing": "0",
            "min": "1",
            "max": "13",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "bathroom",
            "index": "3",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "1",
            "max": "10",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "parking_spaces",
            "index": "4",
            "type": "numeric",
            "distinct": "11",
            "missing": "0",
            "min": "0",
            "max": "12",
            "mean": "2",
            "stdev": "2"
        },
        {
            "name": "floor",
            "index": "5",
            "type": "nominal",
            "distinct": "35",
            "missing": "0",
            "distr": []
        },
        {
            "name": "animal",
            "index": "6",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "furniture",
            "index": "7",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "hoa",
            "index": "8",
            "type": "numeric",
            "distinct": "1679",
            "missing": "0",
            "min": "0",
            "max": "1117000",
            "mean": "1174",
            "stdev": "15592"
        },
        {
            "name": "rent_amount",
            "index": "9",
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            "missing": "0",
            "ignore": "1",
            "min": "450",
            "max": "45000",
            "mean": "3896",
            "stdev": "3409"
        },
        {
            "name": "property_tax",
            "index": "10",
            "type": "numeric",
            "distinct": "1243",
            "missing": "0",
            "ignore": "1",
            "min": "0",
            "max": "313700",
            "mean": "367",
            "stdev": "3108"
        },
        {
            "name": "fire_insurance",
            "index": "11",
            "type": "numeric",
            "distinct": "216",
            "missing": "0",
            "ignore": "1",
            "min": "3",
            "max": "677",
            "mean": "53",
            "stdev": "48"
        }
    ],
    "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
}