Symptoms of Post Vaccination Deaths

Exploratory Data Analysis

Of those who became DIED post vaccination, which symptoms were recorded?  

Field Analysis:

First see

Counts of Each Symptom

Normalized Table AD_2019_ALL_SYMP_NORM

select asn.Symptom as Symptoms_Of_DIED
, count(*) Count
from dbo.[AD_2019_ALL_SYMP_NORM] asn
join dbo.[VAERSDATA] VD
on ASN.VAERS_ID = VD.VAERS_ID
where DIED IS NOT NULl
group by asn.symptom
order by 2 desc, 1

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Results:

The entire result set is 2997 rows long. Here, for clarity, only 912 rows are shown.

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Analysis:

Rows: 2997 unique symptoms of those who DIED post vaccination

n of all symptoms of those who DIED post vaccination, from AD_2019_ALL_SYMP_NORM: 36,397

n of those who DIED post vaccination, from VAERSDATA: 8,150

n where Symptom = ‘Death’: 4,027

Count of ‘Death’, as a percent of DIED:
= 100*4,027/8,150
= 49.4%

It’s odd, that VAERSDATA reports 8,150 DIED, but only 4,207 of the same cases report ‘Death’ in the symptoms. This seems to be clerical error, or lack of clear direction. If one reports DIED, are they also supposed to report ‘Death’ in the symptoms, or not? Or, is this taken directly from medical reports?

Using counts of 0, 4207, and 8150 for the symptom of ‘Death’ in the spreadsheet can be seen in these images.

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Using 0 for the ‘Death’ count

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Using 4027 for the ‘Death’ count

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Using 8150 for the ‘Death’ count

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In each case, the other symptoms are still ranked in the same order. And their Percent Weight of Total does not change very much.

Aside from ‘Death’, ‘Sudden Infant Death Syndrome’ is the number one symptom of DIED.

Pyrexia (fever) is then listed. This is one of the few cases where pyrexia is not listed as the number one symptom, as seen in:

Counts of Each Symptom
Number One Symptom By Vaccine
Symptoms of the Disabled
All posts on Symptoms

Following Pyrexia, are other serious symptoms related to dying:
Autopsy, Cardiac arrest, Apnoea.

Further down are more symptoms: Resuscitation, Coma, Respiratory arrest, Intensive care, Cardio-respiratory arrest, Hypoxia, Sudden death, Respiratory failure, Pulse absent, etc.

All very serious.

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The first 30% of all symptom counts are found in the first 14 rows. The remaining 70% are found in the following 2984 rows.

The final 10% of symptom counts are found in 2121 rows.

Another very long tail.

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For those researchers who would like to see the entire 3001 rows, a zipped CSV file is here.

Symptoms_of_DIED.zip
37K in size

Directions:
Download the CSV file, Right click, save to file.
Load the CSV file into a spreadsheet.

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