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Commuting Patterns Across Cities

Commuting Patterns β€” Interactive Maps

Explore how people move through cities.
Interactive Kepler.gl maps built from open commuting datasets such as LODES, OD surveys, and GTFS feeds.

πŸ”— Live site: https://sungyol2.github.io/Commuting_Patterns/


πŸŒ† Maps

City Data Source Description Live Link
Seattle U.S. Census LODES8 2022 Home β†’ Work flow visualization (block β†’ tract aggregation) Open map β†’
SΓ£o Paulo OD Survey Metropolitan commuting network visualization (coming soon)
Portland TriMet GTFS Transit service animation (coming soon)

βš™οΈ Tech Stack

  • Python: GeoPandas, Pandas, Matplotlib β€” data wrangling & aggregation
  • Kepler.gl: Interactive 3D visualization
  • QGIS: Geoprocessing and spatial analysis
  • GitHub Pages: Web hosting and version control

πŸ“‚ Repository Structure

Commuting_Patterns/
β”œβ”€ index.html # Landing page for all maps
β”œβ”€ Seattle/ # Kepler export + code + data
β”œβ”€ Sao_Paulo/ # (planned)
β”œβ”€ Portland/ # (planned)
β”œβ”€ assets/ # Preview images for social cards
└─ README.md

πŸ‘€ Author

Sun-Gyo Lee
Urban Planner Β· Data Analyst Β· Geospatial Storyteller
πŸ“ Seattle, WA | 🌐 LinkedIn


πŸ—ΊοΈ License

This project is open-source under the MIT License.

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