🚲 Git scraping for bike sharing APIs

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

The world's first low-cost and open source bike sharing system. (new version in development, use working "breakthrough" release instead!)

Snapshots of live data from Ecobicis official API (05-04-24 to 22-04-24)

bike sharing + python = pybikes

A data standard to enable right-of-way regulation and two-way communication between mobility companies and local governments.

Shared bikes for Android

This project aims to predict the number of bikes using regression models., following the CRISP-DM approach

Exploratory analysis on the dataset which contains historical time series data of public bike sharing system in Warsaw.

The project aims to conduct in-depth analysis of the London Bike Sharing dataset to discern usage patterns and influential factors impacting bike rental counts, facilitating informed decision-making for stakeholders.

Barcelona Bicing: Exploring bikes movements withs Choropleth

This project utilizes RNN models with LSTM layers to predict bicycle availability at Bicing Barcelona stations in future time frames. Each time period is represented by a unique model, enhancing pattern recognition. The dataset, sourced from Bicing Barcelona

Locavelow : A French Bike Rental Marketplace (Ruby On Rails)

Comprehensive exploration of the Bike Sharing Problem using advanced Machine Learning for demand forecasting and Mathematical Linear Optimization for strategic bike allocation. Includes detailed Jupyter notebooks covering model development, analysis, and optimization solutions.

London Bike Sharing Dataset

San Francisco Bay Area Bike-Sharing System Exploration

Designing and developing an alternative UI/UX for Canada's largest bike rental system: BIXI🚲🌐.

The project focuses on utilizing regression techniques on historical data to predict the demand for the bike-sharing program in Seoul.

This project is a capstone part of the Google Data Analytics Professional Certificate on Coursera. This project involves data preparation, data preprocessing, data analysis and data visualization.

Shared bikes availability in your city