How does weather affect bikeshare use? A comparative analysis of forty cities across climate zones

Published: 14 September 2021| Version 2 | DOI: 10.17632/2nxpvtz935.2
Richard Bean, Dorina Pojani, Jonathan Corcoran


Input data for paper, R code to produce models and output, PDF files for figures in paper, summary statistics, and climate classifications


Steps to reproduce

The stock file data are estimates of hiring by hour - the hourly aggregate of one minute resolution data scraped from the scheme websites. Flow data has been obtained from the scheme websites directly. UTCI and Precipitation data is from the Copernicus Climate Data Store. Uncompress the tar.xz files and run the provided R script to produce the PDF files and statistics


Transport, Data Science, Spline Model, Active Transport, Climate, Climate Change, Weather, Generalized Additive Model, Sharing Economy