About the Project

A data analysis project studying Citi Bike usage patterns around Columbia University

Columbia IEOR - Data Analytics Course

Project Team

Afroditi Fragkiadaki

MS in Business Analytics

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Andrew Suh

MS in Business Analytics

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Naiyapak Boondee

MS in Business Analytics

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Zhesan Liu

MS in Business Analytics

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Zicheng Ni

MS in Business Analytics

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Project Information

This project analyzes Citi Bike usage patterns around Columbia University, covering 529,908 trips from January 2024 to October 2025 across 7 stations in the Morningside Heights and Manhattanville area.

Technologies Used: Python (pandas, plotly), Next.js, React, FastAPI, TypeScript, TailwindCSS, deck.gl, MapLibre

Data Sources: Citi Bike System Data (historical CSV files) and GBFS API (real-time station status)