ratneshsinghparihar / covid-19

this repository is for data analytics over john hopkins data and Deep learning model using chest xrays of patients

1.Data analytics (from john hopkins data)

How India , japan and Singapore are doing better than others. US ,Canada and Australia actually doing worse than Italy and Spain. New countries to watch out for Norway , Brazil, Switzerland , netherland

How India , japan and Singapore are doing better than others.

https://public.tableau.com/profile/ratnesh2187#!/vizhome/Covid-19_15853774170830/Dashboard2

https://public.tableau.com/profile/ratnesh2187#!/vizhome/Covid-19_15853774170830/Dashboard1

https://public.tableau.com/profile/ratnesh2187#!/vizhome/Covid-19_15853774170830/CountriesPerformanceperdensity

https://analyticsratnesh.blogspot.com/2020/03/which-country-is-doing-best-for.html

Basis of this analysis , is "the no of days since first incident reported" and "population density" Size of bubble is "no of incidents reported so far". Best country is one with top right corner with small circle, Worst countries are the one with left top corner with Large circle size. japan and Singapore are doing better than others. US ,Canada and Australia actually doing worse than Italy and Spain. New countries to watch out for Norway , Brazil, Switzerland , netherland

2. Deep learning models using chest xrays (collected data and initial model)