Real-Time Ferry Ticket Sales & Redemption Analytics for Toronto Island Park
This study presents a comprehensive analytics framework for Toronto Island Park ferry ticket sales and redemptions (May 2015–December 2025), covering 261,538 records and 12,972,051 tickets. An interactive Streamlit dashboard was developed with 5 KPIs across 3 user roles. Key findings include a 98.6% redemption rate, peak demand at 12:00 noon, and an Off-Season Utilization Index of 7.4%. Submitted as part of the Unified Mentor Internship Project 4.
Authors
- pranay jha
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-03-20
- DOI
- https://doi.org/10.5281/zenodo.19132415
- Primary Topic
- Maritime Ports and Logistics
- Type
- article
- Field-Weighted Citation Impact
- 0.00