Taxi

Ruda Zhang
2018-01-01
Yellow cabs in Manhattan, NYC. Photo credit

Data repo:

  • New York City Taxi Trip Records, 2009-2013. Zhang, Ruda. 2018 February 20. Open Science Framework. doi:10.17605/OSF.IO/ZHP7K. (Total size: ~200 GB)

Papers:

research
Ruda Zhang
Ruda Zhang
Assistant Professor

My research interests include uncertainty quantification and scientific machine learning.

Related

Publications

Drivers Learn City-scale Dynamic Equilibrium

Simplistic, testable models of collective human behavior and dynamics can emerge from individual-level mechanisms that correctly capture incentives.
PDF Dataset Project DOI
Drivers Learn City-scale Dynamic Equilibrium

Demand, Supply and Performance of Street-Hail Taxi

Taxis out-perform TNCs such as Uber in high-demand locations, which suggests a taxi/TNC regulation change to reduce congestion and pollution.
PDF Dataset Project DOI
Demand, Supply and Performance of Street-Hail Taxi