COVID19 - climate impact

Project for Data Science course @ Poznan University of Technology, Institute of Robotics and Machine Intelligence.

The goal of the project was to verify hypotheses about COVID-19:

• Temperature has a big impact on COVID-19 reproduction.
  • This hypothesis should be checked using ANOVA test (Mean temperature per month and country vs Normalized reproduction coefficient per country and month).
• There's a big difference in death ratio between different countries from Europe. This analysis should be done in 2 ways.
  • chi2 test (number of deaths vs number of confirmed cases)
  • ANOVA test (country vs death ratio per month)

Input data

• The data about COVID-19 comes from JHU CSSE COVID-19 Dataset
• The data about temperature in each country comes from TerraClimate Dataset

Project requirements:

• only one .py script
• input files given by a relative path, directly from working directory
• Python 3.8
• see requirements.txt