micromobility

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.

Live transit and micromobility maps for British Columbia

Repo for the Bikestream project (aka Databike Pilot Project)

To define mobility systems compatible with Climate Change...

Lokale Navigation von Mikromobilitätsfahrzeugen mittels Reinforcement Learning

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

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.

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.

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

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".

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

Earlier standalone snapshot of the VoxPop Lisbon safety-mapping and route-planning study. See Lisbon-Hub for the collaboration fork.

Neuron Mobility — independent third-party profile of a public API surface, by API Evangelist. Neuron Mobility is a rental e-scooter and e-bike operator and micromobility technology developer running shared micromobility fleets in cities across Australia, the United Kingdom, and Canada.

Measures and shows how communities become more urban-friendly.