E-Bike Usage Dashboard (NYC)

By STU105154 | Arden University | 2025

Dashboard Overview

This dashboard summarises electric bike usage trends in NYC using publicly available CitiBike data. It estimates trip volume, duration, and emissions saved by replacing car journeys.

Trip Frequency by Day of Week

Usage Trends by Time

Time-series chart showing hourly trip activity across weekdays and weekends.

Time Trends

User Type Ratio

User Type Ratio

Average Trip Distance

Average Trip Distance

Methodology Summary

Data was cleaned and processed in Excel. Trip durations were calculated using time fields, distances estimated via the Haversine formula, and CO₂ savings computed by multiplying distance by 0.12 kg/km (EEA, 2023). Full dissertation and references available on request.

E-Bike Usage Dashboard (NYC)

This is a static website presenting a visual artefact for the undergraduate dissertation:
"Visualizing Urban E-Bike Usage: A Web-Based Dashboard for Sustainable Mobility Insights"
Arden University, 2025

About the Project

This site visualizes real-world e-bike usage patterns in New York City using open CitiBike data.
Key features include:

Tools Used

Live Website

Visit: https://STU105154.github.io/e-bike-dashboard

Licence

This repository contains academic artefact materials only. All data used is publicly available via CitiBike and EEA under open data terms.