pascalbartschi / ODE_modelling_SARS-Cov19

Impact of measures against SARS-CoV19 on case rates.

Simulation of measures against SARS-CoV19

Project for ESC403 Introduction to Data Science

Folders:

demo:

Walkthrough through usage possibilities of Framework object SIR_model, which was built on top of CovSIRphy package. Notebooks with resulting plots define our project's outcomes.

eda:

Collection of EDA's exploring different aspects and combinations of dataframes.

models:

Code for Classes SIR and SIR-F used for results in demo folder. Classes were built on top of CovSIRphy package.

simulation

Exploring simulation functions of CovSIRphy package.

timeSeries_analysis:

Attempt to describe Infection curve with ARIMA model.

Used Datasets:

https://covid19datahub.io/

https://github.com/owid/covid-19-data/

https://github.com/GoogleCloudPlatform/covid-19-open-data

Citations:

CovsirPhy Development Team (2020-2022), CovsirPhy version [2.24.0]: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models, https://github.com/lisphilar/covid19-sir