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 10 days later.The list of rallies is from  https://en.wikipedia.org/wiki/List_of_post-election_Donald_Trump_rallies where I have added the county, its population, and where available, estimates of the number of attendees.

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The raw data we analyze is the Johns Hopkins University daily confirmed cases data for the US available at:  https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_US.csv

The question is whether there was a significant rise in confirmed Covid-19 cases after the rally, in particular in the 2-14 days following the rally (according to the CDC, Sep 18, 2020: "Symptoms may appear 2-14 days after you were exposed to COVID-19".

The social distancing at the rallies was minimal, and not everyone wore masks, see the photos below taken at the Oshkosh rally.

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  • The smoothed daily confirmed cases indicated marked increases in the cases as follows

    CountyStatedate of eventdate of a noticeable increase in casesmagnitude of increasedelaypeak
    Blue Earth Minnesota8/17/20208/27/20203x increase in cases/day10 days9/03/2020
    Lackawanna Pennsylvania8/20/20208/29/20203x increase in cases/day9 days9/04-15/2020
    RockinghamNew Hampshire 8/28/20209/10/2020

    2x increase in cases/day

    However no cases were linked to the rally by Sept 11.

    13 days9/12-17/2020
    Winnebago Wisconsin8/17/20208/28/20202.5x increase in cases/day11 days9/18/20
    Westmoreland Pennsylvania9/3/20209/12/2020  No apparent increase

    SaginawMichigan9/10/2020
    No apparent increase

    DouglasNevada9/12/2020



    MarathonWisconsin9/17/2020



    The sharp rise in Winnebago county from about 12 confirmed cases/day before the rally to over 80 new daily cases reported on 8/19/2020 is a concern. 

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Mankato, Blue Earth County, MN 8/17/2020Old Forge, Lakawanna County, PA 8/20/2020Rockingham, Londonderry, NH 8/28/2020


Observations:

  • Blue Earth sees a rise in cases 10 days after the rally.
  • Brown sees a rise in cases 26 days after the rally.
  • Faribault sees a rise in cases around 12-14 days
    after the rally.
  • Le Sueur sees a rise in cases 3-4 days after the rally
    that rises to a peak after 11-12 days after the rally
    and then falls. We assume this not likely to be
    associated with the rally.
  • Martin sees a rise in cases 12 days after the rally
    with a peak at 17 days, followed by a dip and then
    a larger rise in cases.
  • Nicollet sees no apparent rise in cases.
  • Waseca cases are on a rising slope when the
    rally occurs, this plateaus after 4 days
    until day 17 when it again rises
  • Watonwan is very variable so no conclusions are made

Observations:

  • Ther are significant rises in the number of cases in the 2-14 days after the event on 8/20/20.
    • In particular for Lackawana county 10 days after the rally.
    • There is a rise for Susquehanna county starting just before the rally.
    • Also Wayne county sees a rise about 14 days after the rally.
    • On the other hand Luzerne county sees a similar rise two weeks before the rally.

Observations:

  • There is a rise in confirmed cases for all
    counties, 5-14 days following the rally.


Marathon County WI


Image Added





Marathon County WI 9/17/2020







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