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Data-driven insights into (E-)bike-sharing: mining a large-scale dataset on usage and urban characteristics: descriptive analysis and performance modeling

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References

2015Bikeshare: A Review of Recent Literature879 cited
2010Urban Scaling and Its Deviations: Revealing the Structure of Wealth, Innovation and Crime across Cities651 cited
2015Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto570 cited
2014How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal486 cited
2019A review on bike-sharing: The factors affecting bike-sharing demand460 cited
2013Mining bicycle sharing data for generating insights into sustainable transport systems368 cited
2020Built environment effects on the integration of dockless bike-sharing and the metro324 cited
2017An empirical analysis of bike sharing usage and rebalancing: Evidence from Barcelona and Seville239 cited
2018Health impacts of bike sharing systems in Europe231 cited
2017Bicycle sharing system ‘success’ determinants201 cited
2015Analysing bicycle-sharing system user destination choice preferences: Chicago’s Divvy system199 cited
2018Investigation on the effects of weather and calendar events on bike-sharing according to the trip patterns of bike rentals of stations174 cited
2018Better Understanding the Characteristics and Influential Factors of Different Travel Patterns in Free-Floating Bike Sharing: Evidence from Nanjing, China163 cited

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2015Modeling Bike Sharing System using Built Environment Factors152 cited

2020Identifying the nonlinear relationship between free-floating bike sharing usage and built environment144 cited

2014Ridership and effectiveness of bikesharing: The effects of urban features and system characteristics on daily use and turnover rate of public bikes in China126 cited

Cited by

2025Analysis of the Multi-Scale Spatial Heterogeneity of Factors Influencing the Electric Bike-Sharing Travel Demand in Small and Medium-Sized Cities3 cited
2025Electric Bikes and Scooters Versus Muscular Bikes in Free-Floating Shared Services: Reconstructing Trips with GPS Data from Florence and Bologna, Italy2 cited