{
    "data_id": "45954",
    "name": "Crime_Data_from_2020_to_present_in_Los_Angeles",
    "exact_name": "Crime_Data_from_2020_to_present_in_Los_Angeles",
    "version": 1,
    "version_label": null,
    "description": "Description:\nThis dataset, named Crime_Data_from_2020_to_Present.csv, provides a detailed record of reported criminal incidents in a given area from the year 2020 onwards. It includes comprehensive information per incident, such as report numbers, reporting and occurrence dates and times, crime descriptions with specific codes, the locations (including area names and numbers, premises, LAT\/LON coordinates), and details about the victims and suspects involved. This dataset is instrumental for analysts, public safety organizations, and researchers to understand crime patterns, allocate resources effectively, and develop crime prevention strategies.\n\nAttribute Description:\n- DR_NO: A unique identifier for the crime report.\n- Date Rptd & DATE OCC: The dates when the crime was reported and occurred.\n- TIME OCC: The time when the crime occurred.\n- AREA & AREA NAME: Numeric and textual descriptions of the area where the crime occurred.\n- Rpt Dist No: The reporting district number.\n- Part 1-2: Indicates whether the crime is a Part 1 (more severe) or Part 2 offense.\n- Crm Cd & Crm Cd Desc: The crime code and its description.\n- Mocodes: Modus operandi codes related to the crime.\n- Vict Age, Vict Sex, Vict Descent: Age, sex, and ethnic descent of the victim.\n- Premis Cd & Premis Desc: Codes and descriptions of the premises where the crime occurred.\n- Weapon Used Cd & Weapon Desc: Codes and descriptions of any weapons used.\n- Status & Status Desc: The status of the crime report and its description (e.g., Invest Cont, Adult Arrest).\n- Crm Cd 1-4: Additional crime codes related to the incident.\n- LOCATION & Cross Street: The specific location and, if applicable, cross street of the crime.\n- LAT & LON: Latitude and longitude of the crime location.\n\nUse Case:\nThis dataset is crucial for public safety analyses, allowing for the tracking of crime trends, hotspot identification, and the assessment of law enforcement effectiveness. It can also be utilized by policymakers for strategic planning and by academic researchers studying the sociology of crime or developing predictive models. Community groups may use this data to advocate for safety and support initiatives in their neighborhoods.",
    "format": "arff",
    "uploader": "Iwo Godzwon",
    "uploader_id": 39999,
    "visibility": "public",
    "creator": "\"-\"",
    "contributor": "\"Varun Deepak Gudhe\"",
    "date": "2024-05-07 14:56:31",
    "update_comment": null,
    "last_update": "2024-05-07 14:56:31",
    "licence": "Public Domain (CC0)",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22120397\/dataset",
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "Crime_Data_from_2020_to_present_in_Los_Angeles",
            "Description: This dataset, named Crime_Data_from_2020_to_Present.csv, provides a detailed record of reported criminal incidents in a given area from the year 2020 onwards. It includes comprehensive information per incident, such as report numbers, reporting and occurrence dates and times, crime descriptions with specific codes, the locations (including area names and numbers, premises, LAT\/LON coordinates), and details about the victims and suspects involved. This dataset is instrumental for ana "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 932140,
        "NumberOfFeatures": 28,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 5113856,
        "NumberOfInstancesWithMissingValues": 932130,
        "NumberOfNumericFeatures": 15,
        "NumberOfSymbolicFeatures": 0,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 99.99892719977686,
        "AutoCorrelation": null,
        "PercentageOfMissingValues": 19.593378063994066,
        "Dimensionality": 3.00384062479885e-5,
        "PercentageOfNumericFeatures": 53.57142857142857,
        "MajorityClassPercentage": null,
        "PercentageOfSymbolicFeatures": 0,
        "MajorityClassSize": null
    },
    "tags": [],
    "features": [
        {
            "name": "DR_NO",
            "index": "0",
            "type": "numeric",
            "distinct": "932140",
            "missing": "0",
            "min": "817",
            "max": "249913791",
            "mean": "218588546",
            "stdev": "12279766"
        },
        {
            "name": "Date Rptd",
            "index": "1",
            "type": "string",
            "distinct": "1567",
            "missing": "0"
        },
        {
            "name": "DATE OCC",
            "index": "2",
            "type": "string",
            "distinct": "1567",
            "missing": "0"
        },
        {
            "name": "TIME OCC",
            "index": "3",
            "type": "numeric",
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            "missing": "0",
            "min": "1",
            "max": "2359",
            "mean": "1338",
            "stdev": "653"
        },
        {
            "name": "AREA",
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            "missing": "0",
            "min": "1",
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            "mean": "11",
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        },
        {
            "name": "AREA NAME",
            "index": "5",
            "type": "string",
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            "missing": "0"
        },
        {
            "name": "Rpt Dist No",
            "index": "6",
            "type": "numeric",
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            "missing": "0",
            "min": "101",
            "max": "2199",
            "mean": "1118",
            "stdev": "610"
        },
        {
            "name": "Part 1-2",
            "index": "7",
            "type": "numeric",
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            "missing": "0",
            "min": "1",
            "max": "2",
            "mean": "1",
            "stdev": "0"
        },
        {
            "name": "Crm Cd",
            "index": "8",
            "type": "numeric",
            "distinct": "139",
            "missing": "0",
            "min": "110",
            "max": "956",
            "mean": "501",
            "stdev": "207"
        },
        {
            "name": "Crm Cd Desc",
            "index": "9",
            "type": "string",
            "distinct": "139",
            "missing": "0"
        },
        {
            "name": "Mocodes",
            "index": "10",
            "type": "string",
            "distinct": "303337",
            "missing": "130610"
        },
        {
            "name": "Vict Age",
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            "type": "numeric",
            "distinct": "104",
            "missing": "0",
            "min": "-4",
            "max": "120",
            "mean": "30",
            "stdev": "22"
        },
        {
            "name": "Vict Sex",
            "index": "12",
            "type": "string",
            "distinct": "5",
            "missing": "124206"
        },
        {
            "name": "Vict Descent",
            "index": "13",
            "type": "string",
            "distinct": "20",
            "missing": "124216"
        },
        {
            "name": "Premis Cd",
            "index": "14",
            "type": "numeric",
            "distinct": "314",
            "missing": "10",
            "min": "101",
            "max": "976",
            "mean": "307",
            "stdev": "217"
        },
        {
            "name": "Premis Desc",
            "index": "15",
            "type": "string",
            "distinct": "306",
            "missing": "562"
        },
        {
            "name": "Weapon Used Cd",
            "index": "16",
            "type": "numeric",
            "distinct": "79",
            "missing": "610801",
            "min": "101",
            "max": "516",
            "mean": "364",
            "stdev": "124"
        },
        {
            "name": "Weapon Desc",
            "index": "17",
            "type": "string",
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            "missing": "610801"
        },
        {
            "name": "Status",
            "index": "18",
            "type": "string",
            "distinct": "6",
            "missing": "0"
        },
        {
            "name": "Status Desc",
            "index": "19",
            "type": "string",
            "distinct": "6",
            "missing": "0"
        },
        {
            "name": "Crm Cd 1",
            "index": "20",
            "type": "numeric",
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            "missing": "11",
            "min": "110",
            "max": "956",
            "mean": "501",
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        },
        {
            "name": "Crm Cd 2",
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            "type": "numeric",
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            "missing": "864550",
            "min": "210",
            "max": "999",
            "mean": "958",
            "stdev": "110"
        },
        {
            "name": "Crm Cd 3",
            "index": "22",
            "type": "numeric",
            "distinct": "37",
            "missing": "929875",
            "min": "310",
            "max": "999",
            "mean": "984",
            "stdev": "52"
        },
        {
            "name": "Crm Cd 4",
            "index": "23",
            "type": "numeric",
            "distinct": "6",
            "missing": "932076",
            "min": "821",
            "max": "999",
            "mean": "991",
            "stdev": "27"
        },
        {
            "name": "LOCATION",
            "index": "24",
            "type": "string",
            "distinct": "65510",
            "missing": "0"
        },
        {
            "name": "Cross Street",
            "index": "25",
            "type": "string",
            "distinct": "10127",
            "missing": "786138"
        },
        {
            "name": "LAT",
            "index": "26",
            "type": "numeric",
            "distinct": "5421",
            "missing": "0",
            "min": "0",
            "max": "34",
            "mean": "34",
            "stdev": "2"
        },
        {
            "name": "LON",
            "index": "27",
            "type": "numeric",
            "distinct": "4978",
            "missing": "0",
            "min": "-119",
            "max": "0",
            "mean": "-118",
            "stdev": "6"
        }
    ],
    "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
}