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ROARINGPYTHON
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FROM COVID or WITH COVID? Can Excess Deaths Help to Answer the Question?

Frustrated by the repetition of the phrase "FROM COVID or WITH COVID?", I performed a regression analysis relying on excess death counts instead of the reported COVID-19 death counts. The result doesn't rule out all WITH COVID, but does show statistically significant correlation between higher vaccination rates and lower excess death rates.

FACTORS LEADING TO COVID-19 MORTALITY - 2021

Curious to know how the vaccines changed the picture, I ran the numbers again in 2021.  Some of the findings:
  • Vaccines didn't appear to provide the big boost I thought they would!?
  • Being uninsured or poor now is a significant liability!?
  • Black and brown people continue to be hit harder!?
  • And obesity appears so insignificant it might even be beneficial!?

FACTORS LEADING TO COVID-19 MORTALITY - 2020

Irritated by seemed misinformation shared by @joerogan and others, I decided to investigate some of the numbers.  Some of the findings:
  • Lockdowns and mask mandates didn't work!?
  • But deaths undercounted, especially in red states!?
  • And twice as many Trump voters died!?
  • And obesity insignificant factor!?
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