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Multidisciplinary Project

Urban-path classification project developed from product/design exploration to implementation.

Overview

This repository combines data analysis, geospatial processing, and API prototyping around tourism-oriented path recommendation.

Main Components

  • Design Thinking/: project report and presentation material
  • Implementation/: notebooks, geospatial assets, scripts, and API code
  • Implementation/api/: Swagger/Connexion-based API service
  • Implementation/shapefiles/: geospatial layers used for path analysis

What Is Included

  • Data preparation and analysis scripts (calc_speed.py, speed_calculator.py, sparsity_matrix.py)
  • Exploratory notebooks and map exports
  • API prototype for user/path recommendation logic

Run the API Prototype

From Implementation/api:

pip install -r requirements.txt
python -m swagger_server

Then open:

  • API UI: http://localhost:8080/api/v1/ui/
  • Swagger spec: http://localhost:8080/api/v1/swagger.json

Notes

  • This is a multidisciplinary academic-style project repository.
  • Large data artifacts are included because they are part of the original implementation context.