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Uber Dataset
The dataset used in this paper is a real-world dataset from Uber, containing 4.5 million Uber pickups in New York City from April to September 2014, and 14.3 million Uber... -
OpenStreetMap data
OpenStreetMap data used to capture the influence of urban features on bus ridership. -
NYC Taxi Data
The dataset used in this paper is NYC taxi data from 2009 to 2015. It contains trip information including pick-up/drop-off locations and pick-up/drop-off times. -
OpenStreetMap data of six cities across three continents
OpenStreetMap data of six cities across three continents. The datasets are used to analyze the causal relationships between urban form and travel CO2 emissions. -
Urban form data of six cities across three continents
Urban form data of six cities across three continents. The datasets are used to analyze the causal relationships between urban form and travel CO2 emissions. -
London bike sharing
The dataset is used for functional linear regression models, where the coefficient function is shrunk towards a data-driven shape template γ.