DEVELOPMENT...      {
    "data_id": "44986",
    "name": "nyc_taxi_green",
    "exact_name": "nyc_taxi_green",
    "version": 2,
    "version_label": null,
    "description": "**Data Description**\n\nThe dataset includes New York City Taxi and Limousine Commission (TLC) trips of the green line in December 2016. All trips are paid with a credit card leaving some tip.\n\nThe variable 'tip_amount' was chosen as target variable.\n\n**Attribute Description**\n\n1. *VendorID* - A code indicating the LPEP provider that provided the record. 1: Creative Mobile Technologies, LLC; 2: VeriFone Inc.\n2. *store_and_fwd_flag*\n3. *RatecodeID*\n4. *PULocationID*\n5. *DOLocationID* - TLC Taxi Zone in which the taximeter was disengaged.\n6. *passenger_count* - the number of passengers in the vehicle. This is a driver-entered value\n7. *extra* - miscellaneous extras and surcharges. Currently, this only includes the $0.50 and $1 rush hour and overnight charges\n8. *mta_tax* - $0.50 MTA tax that is automatically triggered based on the metered rate in use.\n9. *tip_amount* - target feature\n10. *tolls_amount*\n11. *improvement_surcharge* - $0.30 improvement surcharge assessed on hailed trips at the flag drop\n12. *total_amount*\n13. *trip_type* - 1: Street-hail, 2: Dispatch\n14. *lpep_pickup_datetime_day*\n15. *lpep_pickup_datetime_hour*\n16. *lpep_pickup_datetime_minute*\n17. *lpep_dropoff_datetime_day*\n18. *lpep_dropoff_datetime_hour*\n19. *lpep_dropoff_datetime_minute*",
    "format": "arff",
    "uploader": "Shirley ",
    "uploader_id": 30127,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2022-12-22 16:17:26",
    "update_comment": null,
    "last_update": "2022-12-22 16:17:26",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111850\/file22f166d4202.arff",
    "default_target_attribute": "tip_amount",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "nyc_taxi_green",
            "The dataset includes New York City Taxi and Limousine Commission (TLC) trips of the green line in December 2016. All trips are paid with a credit card leaving some tip. The variable 'tip_amount' was chosen as target variable. 1. *VendorID* - A code indicating the LPEP provider that provided the record. 1: Creative Mobile Technologies, LLC; 2: VeriFone Inc. 2. *store_and_fwd_flag* 3. *RatecodeID* 4. *PULocationID* 5. *DOLocationID* - TLC Taxi Zone in which the taximeter was disengaged. 6. *passen "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 581835,
        "NumberOfFeatures": 19,
        "NumberOfClasses": 0,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 10,
        "NumberOfSymbolicFeatures": 9,
        "PercentageOfSymbolicFeatures": 47.368421052631575,
        "AutoCorrelation": -1.1205887074318988,
        "PercentageOfNumericFeatures": 52.63157894736842,
        "PercentageOfMissingValues": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfBinaryFeatures": 15.789473684210526,
        "NumberOfBinaryFeatures": 3,
        "MinorityClassSize": null,
        "MinorityClassPercentage": null,
        "MajorityClassSize": null,
        "MajorityClassPercentage": null,
        "Dimensionality": 3.265530605755927e-5
    },
    "tags": [],
    "features": [
        {
            "name": "tip_amount",
            "index": "8",
            "type": "numeric",
            "distinct": "1811",
            "missing": "0",
            "target": "1",
            "min": "-11",
            "max": "251",
            "mean": "2",
            "stdev": "3"
        },
        {
            "name": "tolls_amount",
            "index": "9",
            "type": "numeric",
            "distinct": "105",
            "missing": "0",
            "min": "0",
            "max": "98",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "lpep_dropoff_datetime_minute",
            "index": "18",
            "type": "numeric",
            "distinct": "60",
            "missing": "0",
            "min": "0",
            "max": "59",
            "mean": "30",
            "stdev": "17"
        },
        {
            "name": "lpep_dropoff_datetime_hour",
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            "missing": "0",
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            "max": "23",
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            "stdev": "7"
        },
        {
            "name": "lpep_dropoff_datetime_day",
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            "type": "numeric",
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            "min": "1",
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            "mean": "15",
            "stdev": "9"
        },
        {
            "name": "lpep_pickup_datetime_minute",
            "index": "15",
            "type": "numeric",
            "distinct": "60",
            "missing": "0",
            "min": "0",
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            "mean": "30",
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        },
        {
            "name": "lpep_pickup_datetime_hour",
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            "mean": "14",
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        },
        {
            "name": "lpep_pickup_datetime_day",
            "index": "13",
            "type": "numeric",
            "distinct": "31",
            "missing": "0",
            "min": "1",
            "max": "31",
            "mean": "15",
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        },
        {
            "name": "trip_type",
            "index": "12",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "total_amount",
            "index": "11",
            "type": "numeric",
            "distinct": "5377",
            "missing": "0",
            "min": "-63",
            "max": "712",
            "mean": "17",
            "stdev": "12"
        },
        {
            "name": "improvement_surcharge",
            "index": "10",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        },
        {
            "name": "VendorID",
            "index": "0",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "mta_tax",
            "index": "7",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": []
        },
        {
            "name": "extra",
            "index": "6",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": []
        },
        {
            "name": "passenger_count",
            "index": "5",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "0",
            "max": "9",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "DOLocationID",
            "index": "4",
            "type": "nominal",
            "distinct": "259",
            "missing": "0",
            "distr": []
        },
        {
            "name": "PULocationID",
            "index": "3",
            "type": "nominal",
            "distinct": "233",
            "missing": "0",
            "distr": []
        },
        {
            "name": "RatecodeID",
            "index": "2",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": []
        },
        {
            "name": "store_and_fwd_flag",
            "index": "1",
            "type": "nominal",
            "distinct": "2",
            "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
}