NYC-Uber-Pickups-with-Weather-and-Holidays
OpenML dataset with id 43746
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/22102571/NYC-Uber-Pickups-with-Weather-and-Holidays.arff
Upload date: 24 March 2022
Dataset Characteristics
Number of features: 13 (numeric: 10, symbolic: 0 and in total binary: 0 )
Number of instances: 29,101
Number of instances with missing values: 3,043
Number of missing values: 3,043
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)
This page was built for dataset: NYC-Uber-Pickups-with-Weather-and-Holidays
