Deep knowledge group covid-19 countries ranking methodology

Deep Knowledge Group’s COVID-19 Rankings and Analytics are being updated, expanded and enhanced continuously to reflect the daily dynamic changes taking place in countries around the world, and are the result of applying reputable public sources of data and expert consultations to the group’s complex analytics, ranking and forecasting frameworks, which are being continuously refined using novel methods of data science and mathematical technology.

 

The frameworks have been carefully formulated to rapidly and adaptively take into account the new and ongoing actions of countries, governmental bodies and other relevant entities as they strive to mitigate the health and economic consequences of COVID-19. In addition to regularly updating its existing COVID-19 Rankings, Deep Knowledge Group will also be periodically releasing new ranking frameworks designed to account for wide-ranging aspects of the COVID-19 crisis, including economic vulnerability, geopolitical risk, potential unexpected and asymmetric benefits resulting from the crisis, and others. 

 

The COVID-19 Country Rankings were made by the analytical department of Deep Knowledge Group with implementation of its proprietary analytical methodology, including more than 70 parameters analyzing 150 countries, and will be updated regularly according to ongoing shifts in the dynamic of the pandemic. The data is collected from publicly available sources including World Health Organization, Johns Hopkins University, CDC, Worldometers and others. Each parameter is given a specific weighting, or importance factor, and are used as inputs in Deep Knowledge Group’s proprietary analytical equations (mathematical ranking frameworks developed over the course of the past five years for use in a wide variety of highly complex and multidimensional industries, domains and topics). 

Deep Knowledge Group’s COVID-19 Rankings and Analytics are being updated, expanded and enhanced continuously to reflect the daily dynamic changes taking place in countries around the world, and are the result of applying reputable public sources of data and expert consultations to the group’s complex analytics, ranking and forecasting frameworks, which are being continuously refined using novel methods of data science and mathematical technology.

 

The frameworks have been carefully formulated to rapidly and adaptively take into account the new and ongoing actions of countries, governmental bodies and other relevant entities as they strive to mitigate the health and economic consequences of COVID-19. In addition to regularly updating its existing COVID-19 Rankings, Deep Knowledge Group will also be periodically releasing new ranking frameworks designed to account for wide-ranging aspects of the COVID-19 crisis, including economic vulnerability, geopolitical risk, potential unexpected and asymmetric benefits resulting from the crisis, and others. 

 

Methodology Framework.png
Safety Ranking Framework.png
Treatmen Efficiency Ranking Framework.pn
Risk Ranking Framework.png
COVID-19 Safety
Ranking Framework
COVID-19 Treatment Efficiency
Ranking Framework
COVID-19 Risk
Ranking Framework
Israel Profile 12th April.png
Israel's Profile
12th April 2020
Germany Ranking Profile 12 April.png
Japan Profile.png
Germany's Profile
31st March 2020
Japan's Profile
12th April 2020

It has always been Deep Knowledge Group’s long-term mission to pursue its strategic agenda in a dual nonprofit and for-profit manner, aiming to achieve positive impact in the support of progressive technologies for the benefit of humanity. It is for this reason that the decision was made to conduct the majority of the group’s COVID-19 analytics in an open-source manner, free of charge, to provide the public in general and authorized organizations in particular with fact-based and unbiased information. 

 

Considering both the scale and scope of the current COVID-19 pandemic, and the high degree of complexity and multidimensionality of the second proprietary layer of Deep Knowledge Group’s COVID-19 Ranking Frameworks, the group has taken due caution to avoid having them be misinterpreted and misapplied out of context. Given these considerations, Deep Knowledge Group remains open to disclosing its proprietary metrics and analytical techniques to relevant organizations, and to conducting country-specific and topic-specific analytics and forecasting for responsible governmental bodies and departments. 

 

Disclaimer

Please note that Deep Knowledge Group is using its best efforts to continuously update its COVID-19 countries rankings based on dynamic, publicly available metrics deemed reliable, such as World Health Organization, John Hopkins University, CDC, Worldometers and other publicly available sources. Certain metrics used for advanced and qualitative assessment were formulated by Deep Knowledge Group analysts in coordination with specific experts and consultants using proprietary sources and techniques. Therefore, such rankings may be adjusted over time depending on the corresponding underlying information and in coordination with ongoing enhancements to our underlying analytical methodologies.  Information provided herein is intended for indicative and informational purposes only. Opinions, estimates and analysis represented constitute the current judgment and opinion of the author.