Smart card analytics
Processing and analysis of transactional records to understand demand, behavior and travel patterns.
Mobility Data Lab
Data-driven insights for urban mobility, smart card analytics and complex network modeling.
Rail systems • AFC data • Origin–destination inference • Network science • Transport resilience
Conceptual visualization of a metropolitan mobility network
What we do
Research and intelligence for urban systems in motion.
Origin and destination
Inference methods to reconstruct trips and origin-destination matrices from incomplete data.
Complex networks
Modeling stations, lines, transfers, centralities, vulnerabilities and operational resilience.
Data visualization
Maps, graphs, time series and interfaces that make complex urban systems understandable.
Projects in development
Methods, models and research products.
About the laboratory
An independent environment for applied mobility research.
Mobility Data Lab was created to organize research, experiments and tools connecting public transport, operational data and network science. The laboratory was initiated by Magdiel Izidoro.
MI
Magdiel IzidoroFounder and initiator
Open knowledge
Publications and scientific documentation.
Editorial series
In preparationMobility Data Lab Research Notes
A planned series for technical notes, methods, preliminary findings and research documentation.
Technical reports
In preparationMobility data reports
Reserved space for reports produced by the laboratory and partner projects.