saminens / covid-analysis

A Framework for quantifying mitigation efforts by various countries

covid-analysis

A Framework for quantifying mitigation efforts by various countries. The detailed analysis can be found here. Mitigation Efforts Analysis

Installation

git clone https://github.com/saminens/covid-analysis

How to use this repository?

Adaptation of the Bass Model Diffusion Curves

cd ./covid-analysis
python src/transition.py

Country wise analysis

1. Download the data from John Hopkins Repository
2. Run the following script in this repository

cd ./covid-analysis
python -m src.curve_fit --input-fpth ~/Desktop/COVID-19/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv --mitigation-start-date 2020-02-18 --p0-before 0 200000 0 0.08333 0 --p0-after 0 83403 5 0.08333 0 --country China

Future Work:

1. Deaths can be modeled in similar fashion.
2. Other parameterized curves can be explored instead of Bass Model Diffusion curves.