Use the requirements.txt file to generate a virtual environment to run these codes.

With pyenv:

pyenv virtualenv 3.12.2 <name_of_virtual_environment>
pyenv activate <name_of_virtual_environment>
pip install -r requirements.txt

With conda:

conda create --name <name_of_virtual_environment> --file requirements.txt

An example concentration file is needed to execute these codes. The size of the example file is too big to be pushed to github so will be shared through other means such as google drive

spatial_aggregation.py:
Aggregates the hyperlocal concentration to census blocks

spatial_aggregation_hexagonal_grids.py:
Aggregates the hyperlocal concentration to hexagonal grids

temporal_aggregation.py:
Aggregates the hyperlocal concentration to daily level

mapping_the_results.py:
Map the spatially aggregated concentrations

identify_hotspots.py:
Identify the hotspots spatially and temporally