Holistic Analysis Of CoViD-19 Impacts

CoViD Severity Across The World

In the above graph, we display how severely countries around the world were affected by CoViD-19.

We have used our own index based on number of confirmed cases, deaths, recoveries, etc. to gauge the severity of CoViD-19.

CoViD Cases Across The World

In the above graph, we track the daily new confirmed cases, deaths and recoveries aggregated for all countries.

The graph plotted above shows data starting from January, 2020 to present day.

Top 10 Worst Affected Countries (Cases)

In the above graph, we see the countries which were worst affected by CoViD in terms of deaths.

The graph shows countries having the most CoViD-19 deaths per 1000 cumulative confirmed cases.

Top 10 Worst Affected Countries (%Population)

In the above graph, we see the countries which were worst affected by CoViD in terms of confirmed cases.

The graph shows countries having the most confirmed CoViD-19 cases as a fraction of their population.

Top 10 Least Affected Countries (Cases)

In the above graph, we see the countries which were least affected by CoViD in terms of deaths.

The graph shows countries having the least CoViD-19 deaths per 1000 cumulative confirmed cases.

Top 10 Least Affected Countries (%Population)

In the above graph, we see the countries which were least affected by CoViD in terms of confirmed cases.

The graph shows countries having the least confirmed CoViD-19 cases as a fraction of their population.

Hospitalizations, ICUs and Ventilators Usage

This is an interactive graph that shows the cumulative number of hospitalizations (scaled by a factor of 100) and utilization of ICUs and ventilators.

Click anywhere on the graph to see how these numbers have increased since the onset of CoViD-19 on January, 2020.

Correlation Between Global Factors that Affect CoVid Severity

In the heatmap plotted above we took all the features from the Oxford COVID-19 government response tracker( Epidemilogy, Vaccinations, Economic, Geographical, Weather, Mobility etc) and performed a holistic analysis using Pearson Correlation Coefficient to visualise the correlation of all these factors among themselves.

Top Factors Affecting CoVid Severity

We further analyse the top holistic factors using random Forest Algorithm to see which factors had the most influence on the severity of CoVid in each country.