shared-mobility

Documentation for the General Bikeshare Feed Specification, a standardized data feed for shared mobility system availability. Maintained by MobilityData

Data from 267 bike sharing schemes across Europe - 43 million km & 88000 bikes

Repo for the Bikestream project (aka Databike Pilot Project)

Smart Advisor for Sustainable Integrated Mobility (SASIM) - Full cost calculator as a routing tool for urban mobility in Munich.

Telematics SDK Login and authentication framework for iOS apps

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

Ride pooling algorithms for Namma Yatri (NY Share batching, NY Pool en-route matching) on H3; up to 40% distance saved

Detecting anomalies for/from shared mobility in an interpretable way

MCP Server for Swiss road mobility: shared vehicles, EV charging, DATEX II traffic & road counters, Park & Rail, and multimodal trip planning (car → train → destination). 12 tools, open data first.

Predicting short-term urban bike sharing demand in a coupled continuous and network space

bike sharing + python = pybikes

Lime — independent third-party profile of a public API surface, by API Evangelist. Lime is a San Francisco–based shared electric vehicle company that operates e-scooters and e-bikes across more than 280 cities in 30+ countries. Riders unlock and pay for vehicles through the Lime mobile app; cities and transit agencies receive operational data via s

Library & command line to generate GBFS feeds from various sharing providers.

Life-cycle assessment of urban passenger transport in Python

Voi Technology is a Stockholm-based shared micromobility operator founded in August 2018 by Fredrik Hjelm, Adam Jafer, Filip Lindvall, and Douglas Stark. The company runs Europe's largest shared e-scooter and e-bike fleet, with 150,000+ vehicles deployed across 110+ towns and cities in 13 European countries, serving 8+ million riders who have…

Smart multimodal routing that uses bikes and scooters to unlock public transport connections that walking alone would miss.

Data and source code for the paper "Bikelution: Federated Gradient-Boosting for Scalable Shared Micro-Mobility Demand Forecasting"

Aggregates and enhances carpooling-offers and publishes them as GTFS(-RT)

Ubiq (now NECTURE) — independent third-party profile of a public API surface, by API Evangelist. Ubiq is a Vienna, Austria mobility-intelligence company (NECTURE GmbH) that rebranded from UBIQ to NECTURE in 2024. Its "distributed operations" SaaS platform turns fleet data into action for shared-mobility operators, business fleets transitioning to E