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NYC-Uber-Pickups-with-Weather-and-Holidays

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OpenML2022-03-24 更新2024-05-23 收录
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Context This is a forked subset of the Uber Pickups in New York City, enriched with weather, borough, and holidays information. Content I created this dataset for a personal project of exploring and predicting pickups in the area by merging data that intuitively seem possible factors for the analysis. These are: Uber Pickups in New York City, from 01/01/2015 to 30/06/2015 (uber-raw-data-janjune-15.csv). (by FiveThirtyEight via kaggle.com) Weather data from National Centers for Environmental Information. LocationID to Borough mapping. (by FiveThirtyEight) NYC public holidays. The main dataset contained over 10 million observations of 4 variables which aggregated per hour and borough, and then joined with the rest of the datasets producing 29,101 observations across 13 variables. These are: pickup_dt: Time period of the observations. borough: NYC's borough. pickups: Number of pickups for the period. spd: Wind speed in miles/hour. vsb: Visibility in Miles to nearest tenth. temp: temperature in Fahrenheit. dewp: Dew point in Fahrenheit. slp: Sea level pressure. pcp01: 1-hour liquid precipitation. pcp06: 6-hour liquid precipitation. pcp24: 24-hour liquid precipitation. sd: Snow depth in inches. hday: Being a holiday (Y) or not (N). Acknowledgements / Original datasets: Uber Pickups in New York City, from 01/01/2015 to 30/06/2015 (uber-raw-data-janjune-15.csv). (by FiveThirtyEight via kaggle.com) Weather data from National Centers for Environmental Information. LocationID to Borough mapping. (by FiveThirtyEight) (Picture credits: Buck Ennis)
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2022-03-24
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