A data specification to enable right-of-way regulation, digital policy, geofencing, and two-way communication between mobility companies and public agencies worldwide for any regulated, shared, or agency vehicle.

Spatial-temporal analysis of 2.5M+ e-scooter trips in Turin: operator comparison, public transport integration, and optimal mode choice

OpenAPI description for MDS data feeds, managed by the Open Mobility Foundation.

Explore DC micromobility service (bikeshare and scooters) availability by neighborhood.

Gymnasium-based social navigation simulation and benchmarking for a robot moving through pedestrian-filled environments.

Repo for the Bikestream project (aka Databike Pilot Project)

To define mobility systems compatible with Climate Change...

Lokale Navigation von Mikromobilitätsfahrzeugen mittels Reinforcement Learning

strategic transport modelling framework for Active Transport (i.e. cycling and walking modes) as well as emerging micro-mobility modes

Real-time GBFS micromobility ETL pipeline (Airflow + PostGIS + Docker) with spatiotemporal analysis of shared scooters in Paris.

A map built with Leaflet and OpenStreetMap that shows the locations of shared bikes and scooters from various companies

Data-Driven Approaches to Micromobility Demand Modeling: Paper developing and comparing demand modeling approaches in both urban and suburban areas.

Unexpected demographic factors determine the availability of scooter-share vehicles.

This repository contains the source code for the paper "Reducing health and economic burdens of bicycle collision costs through dedicated cycling infrastructure: a city-wide safety and mobility analysis".

Perceived_safety_choices is a GitHub repository, while Psafechoices is a python open-source package. It includes tools to investigate the overall impact of perceived safety on travel behavior of micro-mobility modes, e.g., e-bikes and e-scooters, in relationship with traditional modes, e.g., private car and walking.

Geographical data for Miami's E-Scooter Program. Maintained by the Miami Riders Alliance, a nonprofit.

Measures and shows how communities become more urban-friendly.

Functions to get Norwegian city bike data

Moove is a TypeScript-based project that models the organizational structure of a shared micromobility service. It represents interactions between users, vehicles, and cities where the service is available

Python Client for Lyft Bike Sharing Data