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GIS_Data_Toronto.ipynb Preprocessing all the datasets:

  • Covid-19 data by Neighborhood
  • Traffic mobility data by TomTomAPI & Traffic Index
  • Demographic Data (Neighborhood Profiles) from 2016 census
  • 3D Massing & Zoning by laws
  • Apple Mobility Data

Multiplex_Analysis.ipynb Setting up the multiplex framework:

  • Extracting adjacency matrix based on people who are doing the same activity, two nodes are connected if in the same building
  • Creating Ego Networks for better handling
  • Creating supra-adjacency matrix for ego-networks

Neighborhood_SIR_fitting.ipynb Qualitative comparison of West-Humber Clairville infection curve with a SIR model