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For Users:

Check out the results and visualisations here: https://cowkeyman.github.io/PredictingGraffitiUsingCityLayouts/

For developers or those who wish to run our code

Steps:

  1. Run python data_cleaning/filter_buildings.py
  2. Run python data_cleaning/join_property_to_buildings.py (warning, this takes a long while)
  3. Run python data_cleaning/geo_local_area_details.py
  4. Run python data_cleaning/street_details.py
  5. Run python data_cleaning/buildings_with_graffiti_counts.py
  6. Run python buildings_and_nearby_objects.py
  7. Run python buildings_all_features.py
  8. Run python buildings_model_features.py