Python code to classify roads and paths based on highway tags present in OpenStreetMap

• Python
• OpenStreetMap
• Python packages
  • OSMnx
  • NetworkX
  • geojson
  • Shapely
  • Pandas
  • Geopandas
  • Matplotlib

• Install the aforementioned Python packages in your environment as described in the links.
• Run the Jupyter Notebook.

The document has been prepared by Dr Debjit Bhowmick and Assoc Prof Ben Beck from the Sustainable Mobility and Safety Research (SMSR) Group at Monash University. For any queries, please contact Dr Debjit Bhowmick (Research Fellow, [email protected]) or Assoc Prof Ben Beck (Head of SMSR, [email protected]).

If you are using this classification system for your work, we strongly recommend citing this repository using the 'Cite this repository' feature on GitHub (found on the right side when you open the repo). Alternatively, you may use the guidelines provided here.

@misc{Sustainable_Mobility_and_Safety_Research_Group_Highway_Road_classification_using_2024,
author = {Sustainable Mobility and Safety Research Group, Monash University},
title = {{Highway/Road classification using OpenStreetMap}},
url = {https://github.com/SustainableMobility/highway-classification-osm},
year = {2024}
}

Sustainable Mobility and Safety Research Group, Monash University. (2024). Highway/Road classification using OpenStreetMap. https://github.com/SustainableMobility/highway-classification-osm