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odd-zurich-stops-classification - classifying public transport stops by surrounding.

Open Data Day Zurich Hackathon 2017

The goal was to classify public transport stops by their surrounding landmarks, like universities or coworking_spaces, extracted from OpenStreetMap.

usage

  • The tool chain uses make and python 3.6.
  • create a data folder or change the Makefile variable.
  • add the data-examples/haltepunkt.csv file to data.
  • run make.

The Make script will

  • extract all active stop point coordinates
  • retrieve OpenStreetMaps landmarks with around these coordinates.
  • eliminates duplicates.
  • classifies the landmarks with the given classifiers.

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classifying bus stops by surrounding

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  • R 64.1%
  • Python 30.1%
  • Makefile 5.8%