We used https://en.wikipedia.org/wiki/COVID-19_pandemic_by_country_and_territory to determine the top Northern Hemisphere countries by confirmed cases as of September 11, 2020 to be:

StateID

Population

(K)

Covid-19
confirmed
deaths

% deaths/

confirmed

confirmed/

day/

million population

deaths/

day/

million population

smoothed (

daily Confirmed/

million population)

smoothed(

daily Deaths/

million

population)


WHO per

capita health

expenditure1

Income

per capita

($)2

Colombiaco50882.891694664222753.21153.5486654.3629596149.053754.65213909$37414503
Francefr65273.511392243308197.86137.1306650.2144821118.2343540.23417944$402644033
Indiain1380004.394562414762711.6769.964270.876084264.76863450.80734733$637166
Iranir83992.949395488227985.7624.5615861.535843225.07353331.4831177$36620885
Mexicomx128932.7536523646964910.6839.1134134.653588739.30066443.67855105$53518656
Russiaru145934.4621042836182071.7536.3861960.870253735.15570280.71264867$52425763
Spaines46754.778554143296995.36230.222461.5185614200.5295431.42078679$235439037
United Kingdomuk67886.0113605444169711.5743.1753160.206228137.5335060.17045381$435644920
United Statesus331002.65163567151912133.01102.6305982.7008847105.1627312.11564987$953659928

1 From https://en.wikipedia.org/wiki/List_of_countries_by_total_health_expenditure_per_capita

2 From https://www.worldometers.info/gdp/gdp-per-capita/

Cumulative confirmed cases

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Cumulative deaths

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% deaths/confirmed cases

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Confirmed cases per million population

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Deaths per million population

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Smoothed daily confirmed cases

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Smoothed daily confirmed cases
per million population

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Smoothed daily deaths
per million population

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Observations:

  • The confirmed cases indicate how far ahead the US was ahead in such cases, leading the runner up India by almost 1.8 million cases and over six times the number of cases for the third country Russia.
  • In terms of deaths, the US leads second-place Russia by over 2.5 times, with Mexico close behind Russia.
  • Looking at deaths/confirmed cases the UK and France took the lead from Spain in early April. The UK, France, and Spain all continue to reduce the deaths/confirmed ratio while other countries are currently holding steady or increasing the cases of Russia ad Iran.
  • When one normalizes the confirmed cases by the population then the case count is noticeably increasing for all 9 countries.
  • Again the US has a clear lead followed by Columbia and Russia.
  • Looking at the deaths/million population, the leaders Spain and the UK have failed to flatten their curve as has the fifth place country France. the other countries all exhibit a noticeable increase. The third and fourth leading countries, the US and Mexico, are rapidly catching up with the leaders Spain and the UK, while Colomb catching up with fifth-placed France.
  •  India leads the daily confirmed cases with almost 90,000 cases per day followed by the US with about 35,000. India is still increasing daily while the US is in a downward trend.
  • When one normalizes the confirmed cases by population it is apparent the US has seen two distinct peaks and Spain, France and the UK are on their way to a second peak. There also appear to be recent upticks for Russia and Mexico.
  • In terms of daily deaths per million population, Iran, Spain, France, the UK, and the US were the early leaders. Today, in decreasing order, Columbia, Mexico the US, and Iran are the leaders.


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