Saying that Singapore is one of the best countries is one thing, but experiencing its exceptional public transportation system through visualization is truly eye-opening!
This study examines the factors that set Singapore apart, including Accessibility,
Frequency, Stop density, Cycling, and Transit-oriented Development (TOD).
Each slide below provides a deep dive into one aspect of the system, with a holistic approach that makes it easy to understand. Using open-source data and tools like the openrouteservice.org API and Python and QGIS
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