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Motion chart of deaths vs Covid-19 Confirmed cases with bubbles sized by population for US states  state population  and colored by per capita income (Jan 28, 2020 - Apr 28, 2000)

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Motion chart of Covid-19 deaths vs Confirmed cases per million population with bubbles sized by US state population and colored by per capita income (May 1, 2020, Jun 25, 2020)

Motion chart of daily Covid-19 deaths vs Confirmed cases per million population with bubbles sized by US state population and colored by per capita income (May 1, 2020, Jun 26, 2020)

  • Observations
    • Looking at the total deaths vs cases it is seen that New York (NY), Delaware (DE), Massachusetts (MA), Rhode Island (RI) and Connecticut (CT) lead the pack followed by Maryland (MD), Illinois (IL) and more cently Louisiana (LA) but other states are catching up.
    • It is a similar situation when one normalizes the states by their populations.
    • When one looks at the new daily confirmed cases/Million state population and deaths/Million state population it is seen to be very variable day to day.
      • Arizona's increased confirmed cases pulled it away from the pack starting May 14, 2020, and Florida pulled away starting May 24, 2020
      • The values of new Confirmed cases/day/Million State population appears to decrease as one moves forward in time beyond May 23 but then to increase again (driven by Arizona) starting June 14, 2020. Maybe tgis part of the "opening".

California Counties

Motion chart of Covid-19 deaths vs Confirmed cases with bubbles sized by population density for CA Counties and colored by per capita income (Jan 25, 2020 - Apr 30, 2020)

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  • Observations:
    • In terms of confirmed cases and deaths per 1 Million county population
      • The leading counties are Lake (LAK), Nevada (NEV), Mono (MNO) with Imperial (IMP) catching up since the end of May. 
      • These are followed by LA County (LA), Orange Country (OR), Kings County (KIN), Tuolumne (TUO) and Riverside (RIV).
    • If one just takes the number of cases (i.e. do not normalize by the population of the county) then:
      • The leading counties are LA County (LA), Orange County (OR), Lake County (LAK), Nevada County (Nevada), Riverside (RIV), San Diego County (SD) and San Bernadino County (SBD)
    • By March 24th the following counties were already observing deaths: Santa Clara (SCL), Riverside (RIV), San Jose (SJ), Sacramento (SAC), LA County, Orange County. 
    • The last county to record a Covid-19 death was Sierra County (SIE) on May 21st, 2020.
    • In general, the counties with lower per capita income counties appear to have lower numbers of confirmed cases and deaths, The exceptions are Lake County (LAK), Imperial County (IMP), Kern County (KER), Tuolumne County (TUO) and Fremont County (FRE).

Notes

Demographic correlations for CA

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