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DATATHON-2024: From Bystander to Hero

Main Files and Folders Description:

  • create_venv.ps1 : PowerShell script to create a virtual environment using the requirements.txt file
  • requirements.txt : Contains the required packages for the project
  • unzipping_the_data.py : Python script to unzip and arrange all the data in csv format.
  • prepping_the_data.py : Python script to generate required data for the analysis and app
  • app.py : Python script that contains the main structure and body of the Dash app
  • assets/ : Contains images and CSS styles used in the Dash app
  • pages/ : Contains the Python scripts for the pages in the Dash app
  • optimization_notebooks/ : Contains Jupyter notebooks concerning the various optimization algorithms

How to start the project locally:

After cloning the repository:

  • Run the create_venv.ps1 file on the terminal to create the virtual environment (if on mac or linux, create the venv manually and run pip install -r requirements.txt).
  • Run the full unzipping_the_data.py to obtain ready-to-use csv files with the project data. This has to be ran before both the instructions below.
  • Run the prepping_the_data.py to obtain the required data for the analysis and app (takes some time).

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