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.

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

Detecting anomalies for/from shared mobility in an interpretable way

bike sharing + python = pybikes

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

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)

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…

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 EVs, autonomous fleets, and last-mile delivery -- offering automated rebalancing, predictive…

Transit is a Montreal-based mobility app that provides real-time public transit, multimodal trip planning, and shared-mobility navigation across 1,000+ cities worldwide. The consumer app displays nearby buses, subways, trains, bikeshare, scooters, carshare, and on-demand transit the moment it opens, and is augmented by "GO" crowdsourced vehicle…

Transit ("The world's most accurate transit app") provides real-time public transit data, multimodal trip planning, and shared mobility across 1,000+ cities including New York, Paris, London, and Montreal, partnering with 180+ transit agencies.

A real-time market research and trend analysis project for Go To Go Cars using Python, Pandas, Matplotlib, and Seaborn. The project analyzes India's shared mobility industry, competitor landscape, market growth, and customer trends through interactive visualizations and business insights.

Bird is a shared electric scooter and bike micromobility operator headquartered in Miami, Florida and operating as the global anchor brand of Third Lane Mobility, Inc. Founded in 2017 by Travis VanderZanden, Bird pioneered the dockless electric scooter category in Santa Monica, California and rapidly expanded to hundreds of cities across North…