Counting of Serious Adverse Reactions Using Symptom Frequency
by Craig Paardekooper

VAERS main database table has 5 columns that are means to categorize the seriousness of anadverse reaction – these are –•
••
•
•

Died
Disabled
Life threatening
HospitalER

However, this categorization fails to capture a wide plethora of serious injuries. In many cases theseserious injuries are not classified as either disabilities or fatalities.
A measurement of the toxicity of any vaccine lot should take the number of these serious injuries
into account, and should not simply use the 5 summary categories shown above (death, disability,life threatening, hospital, ER)
Myocarditis
This is a serious condition where the heart muscles are being infiltrated by white blood cells andundergoing consequent degradation. I looked at all VAERS records up until 26th November 2021 andlooked at the “Symptom 1” column. There were 222 cases of myocarditis which included –•••••3 deaths
5 disabilities
15 life threatening
109 hospital
0 ER

The total number of serious events based on the 5 categories is 3 + 5 + 15 + 109 + 0 = 132. This falls
short of the actual number of records of myocarditis by 90 records. So, by only using the 5 summary
categories we would be undercounting the serious outcomes – there are 222 rather than 132.
Pericarditis
The same applies to Pericarditis. I found 95 cases in VAERS which included –
•
•
•
•
•

0 deaths
3 disabilities
6 life threatening
31 hospital
0 ER

The total number of serious events based on the 5 categories is 0 + 3 + 6 + 31 + 0 = 40. This falls
short of the actual number of records of pericarditis by 55 records. So, by only using the 5 summary
categories we would be undercounting the serious outcomes – there are 95 rather than 55.

A List of Serious Adverse Reactions that Should be Counted for Each Lot in Accessing Severity

Heart•••••

Cardiac Arrest
Tachycardia
Myocardial Infarction
Pericarditis
Arrhythmia

Blood••••••

Embolism / Clot
Thrombosis
Hemorrhage
Thrombocytopenia
StrokeCerebral Infarction

Nerve Damage
•••
•
••
•
•
•

Facial Paralysis / Paresis
Paralysis / Paresis
SeizureConvulsion
Transverse Myelitis
Guillain Barre
Multiple Sclerosis
TremorDe-myelination

Auto-immune••••••Covid 19 Infection
Pneumonia
Influenza
HerpesArthritis
SepsisLiver injury
Kidney injury
Cancer••CancerTumor•

Neoplasm

Respiratory Distress
Reproductive•••••••

Miscarriage
Spontaneous abortion
Stillbirth
Uterine Disorder
Vaginal Disorder
Foetal injury
Menstrual Bleeding

Since all of these conditions are extremely serious, an absolute count of each condition must be
made for each lot if we are to access the seriousness of the Covid 19 vaccinations.
Such a count would give us a more accurate index of the toxicity of any particular lot.
Because the CDC deleted many serious records in 2022, I used an archived copy of the VAERS datafrom 26th November 2021.

In the next step, I am going to apply this methodology to the EN Pfizer series, so you can see the true
picture of toxicity engendered by these lots.
Pfizer EN series consists of all the lot numbers beginning with the letters EN. You can see themshown in turquoise in the graph below –This graph shows the number of adverse reactions associated with each lot number. Those lots
beginning with EN are shown in turquoise colour.

Applying this Methodology to EN Pfizer Series

The VAERS USA data up until 26th November 2021 contained 31021 reports for the EN Pfizer series.
This included –•••••

733 deaths
713 disabilities
665 life threatening events
3441 hospitalisations
1 ER visit

These summary categories show that 3441 people ended up in hospital, which is more than 10% of
the reports.

Removing Overlap
Deaths, disabilities, life threatening events and hospitalisations overlap to some extent. Here is theoverlap •••Of the 733 deaths, 325 are recorded as hospital visits, so presumably 408 died at home orsomewhere else.
Of the 713 people rendered disabled, 241 are recorded as hospital visits.
Of the 665 life threatening events, 471 are recorded as hospital visits, and 144 are recorded
as resulting in disability.

So the total number of reports with serious outcomes after overlapping has been removed is –3441 + (733 – 325) + (713-241) + (665 – 352 – 119 - 26) = 4485
Therefore the % of EN series reports that were serious = 4485/31021 = 14.5%

Counting Each Serious Illness for Pfizer EN Series

Initially, I counted the frequency of serious symptoms just for Symptom 1 of the VAERS records.
This was just for the Pfizer vaccine series beginning with the letters EN
Cardiac Arrest

54

Tachycardia

13

Arrhythmia

55

Myocarditis

3

Pericarditis

4

Haemorrhage

85

Thrombocytopenia

13

Embolism

18

Thrombosis

85

Stroke9Infarction

62

Paralysis

28

Paresis9

Seizure42

Convulsion

3

Transverse Myelitis

2

Tremor11

Guillain Barre

6

Sclerosis

8

Demyelination

3

Autoimmune Disorder

16

Herpes279

Covid 191464

Multiple Organ Dysfunction

1

Arthritis

58Encephalitis

1Liver Injury

8

Kidney Injury

159

Cancer5Neoplasm

7

Respiratory distress

159

Spontaneous abortion47

I have highlighted in red what are the most prominent symptoms. These are mainly –•••••••

Auto-immune attack upon the heart resulting in cardiac arrest, arrhythmia, arthritis
Clotting disorders such as thrombosis and infarction
Bleeding disorders such as haemorrhage
Suppression/destruction of the immune system – resulting in herpes and Covid 19 infection
Kidney disorders
Respiratory disorders
Reproductive disorders

Covid 19 stands out as the most common symptom following vaccination – which is strange
considering that the very purpose of the vaccine is supposed to be to reduce infection. The second
most common symptom is herpes. These two symptoms suggest that there is not just “breakthrough” Covid, but also “break-through” herpes – suggesting that the immune system may havebeen compromised.
These symptoms form a separate index for measuring toxicity, independently of the 5 summary
categories used above (death, disability, life threatening, hospitalisation, ER).
Next I counted the frequency of symptoms occurring in all 5 Symptom columns of VAERS to get thefull picture.

Counting the Frequency of Symptoms in All 5 Symptoms Columns For Pfizer EN Series

Symptom Column

Col 1

Col 2

Col 3

Col 4

Col 5

Cardiac Arrest
Tachycardia
Myocarditis
Pericarditis
Arrhythmia

54
133455

38
27
54
726
38
452

15
31
3
80

9
27
3
61Total
Count
142
136
18
27
65

Embolism
Thrombosis
Haemorrhage
Thrombocytopenia
Stroke1885
85139227173116234947
94164549641339312492289285
4127

Paralysis
ParesisSeizureConvulsion
Transverse Myelitis
Guillain Barre
Sclerosis
TremorDe-myelination

28
942326811336
1439203631041
1430
13
51151
329
12
22
3
151476
2

16
13
28
0
0
3
660
0

150
62
161
962245229
8

Covid 19
Pneumonia
HerpesInfluenza
Sepsis

1464
63
279
33
2

411
103
117
59
2

238
75
68
95
598
53
44
83
553
33
2260
8

2264
327
530
330
22

Arthritis
Encephalitis

58153
2

9111271138
7Liver Injury
Hepatic Injury

177801006271038

Kidney Injury
Renal injury

1563165111031131018939

CancerTumour
Neoplasm

50773522530200715526

Respiratory Distress

15974536056402

Spontaneous Abortion

47

100048

Miscarriage
Stillbirth
Foetal Injury
Vaginal Disorder
Uterine Bleeding
Menstrual Disorder

00
1
10
6
101

00
6
19
1
91

00
4
104
370036926

1024316

10164923271

The total number of reports for Pfizer EN series is 31021. The total number of reports with serious
symptoms is 6564 = 21%
I have highlighted the most prominent symptoms in red. By far the most frequent symptoms are the“break-through” of infections such as Covid 19, Herpes, Pneumonia and Influenza. Since these breakthroughs follow vaccination, this may indicate that the vaccine is compromising the immune system.
The second most prominent symptom is respiratory distress. The spike protein induces bloodclotting, which might explain the respiratory distress if micro-clotting occurs in the lungs and blocks
the uptake of oxygen. The lungs possess the highest concentration of capillaries in the body, andmicro-clotting would be greatest in the capillaries.
The third most prominent symptoms are thrombosis, haemorrhage and menstrual disorder (clottingand bleeding).
1.
2.
3.
4.
5.
6.
7.

Break-through infections (immune system compromise)
Respiratory distress
Clotting and bleeding
TremorKidney Injury
Paralysis
Heart injury

Calculating the % of Doses Causing Serious Events
In terms of calculating the % of doses given that cause these serious events, this is difficult because
we only have the reported serious events rather than the actual number of serious events. Incontrast we do have the actual number of doses shipped.
EN5318
EN6198
EN6199EN6200EN6201
EN6202
EN6203
EN6204
EN6205
EN6206
EN6207
EN6208EN95812773875
2686125276939024729902759250
2721030
2361450
2841150
3365700
311454035544603265470572325

So how do we arrive at an approximation for the % of doses shipped causing serious events?
The only way to do this is to estimate the under-reporting factor. This could be anywhere between
10 x and 100 x. So the actual number of these serious events will be somewhere between 65,640
and 656,400.
The number of doses shipped for the EN Series was 35,257,755
Therefore, the % of doses causing these serious adverse reactions is between 0.18% and 1.8%. In
other words, there is a 1 in 55 to 1 in 555 chance that you will suffer the serious effects I have listed.
There are many other serious events that I have not included in this analysis – Vigiaccess.org lists
thousands. So it is absolutely certain that my approximation is an under-estimate of the likelihood ofANY serious event following vaccination with a COVID 19 vaccine.