Super Toxic Batches and Excessive Variability Found in Pfizer, Moderna, and Janssen Vaccines by Data Analysis of CDC VAERS | Find Out How Toxic Your Batch Is

Report | Ramola D | January 3, 2022

Close analysis done by a UK doctoral student, Craig Paardekooper–and later confirmed and highlighted by a team of international scientists, researchers, data statisticians, Team Enigma–of the numbers of deaths and adverse effects from the COVID vaccines as recorded at the CDC VAERS database in conjunction with batch numbers associated with the reports has yielded stunning and massively revealing information about the variations in toxicity between the batches.

Major understanding about the lethality and toxicity of the gene-based vaccines–for which thousands of doctors and scientists are seeking an immediate halt, and which have now definitively and scientifically been proved to be causative of death, as also definitively and scientifically found to be loaded with toxic nanographene and other nanometallics and poisons–has emerged.

Statistical analysis of the data has also yielded an understanding of how these batches are being deployed, what is possibly being studied, and what the intention of the vaccines seems to be–which electron microscope/optical microscope/spectroscopy and patent/EUA application analysis as well as DARPA connections have previously pointed to.

One outstanding finding–of 1000% variation in toxicity between batches of the vaccines–points to inconsistency, a FDA GMP violation, and grounds for legal nullification of the EUAs granted by the FDA to the vaccine manufacturers, reports Team Enigma.

OVERVIEW: Vaccine Manufacturers Well Aware of High Toxicity of Specific Batches

Analyses in October, November, and December 2021 of this VAERS data to date have yielded the following:

  • 70-80% of the batches have been found to be harmless or relatively harmless–with one or two adverse reaction reports associated.
  • 1 in 200 or 0.5% of the batches have been found to be extremely toxic and lethal. Each of these batches produced a consistently high number–1000 to 5000 times the base rate of 1–of adverse reaction reports, hospitalizations, and deaths across every US state. “So there is a 1 in 200 chance when you take your vaccine that you get a toxic batch.” (That’s a 1 in 200 chance of death or disability.) VARIATION IN TOXICITY OF COVID VACCINE BATCHES/BITCHUTE/Craig Paardekooper
  • 1 in 20 (5%) of the batches accounted for 90% of the adverse reactions and deaths. This means 5% of the batches have caused nearly 100% of the harm from the vaccines recorded.
  • The extremely toxic batches could either have added toxic ingredients or a higher concentration of toxic ingredients–what Dr. Michael Yeadon a Pfizer scientist and whistleblower calls “drug substance”–which are proving fatal or seriously harmful to the human body. Which might suggest Pharma is assessing the LD50 or Lethal Dose–at cost to thousands losing their lives. (See the text below the Variation in Toxicity video.)
  • Across time, a pattern of high toxicity cutting back to moderate toxicity and rising again to higher toxicity seems to indicate Pharma has been assessing the maximum load of toxicity–via nanographene–the human body can take. DIFFERENT DOSAGES AT DIFFERENT TIMES/PDF/Craig Paardekooper
  • A system of batch numbering has been identified which includes a system of toxicity identification, in Pfizer and Moderna vaccines. The latter employs letters of the alphabet and numbers for toxicity identification.
  • Certain batches have been identified with the most extreme levels of toxicity–highest numbers of deaths and severe adverse reactions.
  • The most extremely toxic batches have been deceptively split into subgroups or misspelled, seemingly to conceal the high toxicity associated with these batches, and also suggesting initial analyses of toxicity may be inadequate; further analysis is needed.
  • All this indicates Moderna, Pfizer, and Janssen understood the toxicity levels in each batch and assigned different letters to different batches at varying toxicity levels. “Batches of different toxicities have been assigned to different letters of the alphabet, and toxicity decreases in steps as the alphabet ascends.”– Moderna Vaccine Batches and Toxicity–a full analysis.pdf/Craig Paardelooper
Images: Screenshots, PFIZER BATCH CODES AND TOXICITY LEVELS.PDF/Craig Paardekooper
  • Analysis of state death and adverse event data in VAERS in Texas, Florida, Louisiana, Nebraska shows that highly toxic Moderna batches were deployed there, one batch used in these states even after being recalled in California post the deaths of hundreds of health care workers.
Image: Screenshot, Florida-nebraska-texas-louisiana.xlsx/Craig Paardekooper
  • Death by stroke and brain blood clots can occur six months or later after the vaccine in the toxic-batch curve. See this video, on the lethality of the Pfizer batch EJ6796 which led to the deaths of Prof Sha Garner’s father and stepmother in Switzerland, 6 months after vaccine, where she shows the listings of toxic batches from VAERS, and discusses how this batch was distributed in local Swiss cantons:

Deadly Pfizer Swiss Vax Batch # “EJ6796″/Bitchute/Dec 12, 2021

  • You can find out if yours is a highly toxic batch using an app now hosted at Daily Expose UK or checking the batch numbers in published spreadsheets at the website


Check out your batch code (lot number)

Toxic Batches in MODERNA

Moderna has apparently deployed 12, 800 batches, Craig Paardekooper reports, according to VAERS.

“Moderna batches belong to two main groups – 20A or 21A – the 20A group is much more toxic. In fact all of the batches producing more than 1780 adverse reaction reports – all of those batches have batch codes ending in 20A.

Most of the batches producing fewer than 1780 ADRs end in 21A.

Within the 20A group there are 4 subgroups J, K, L, M

Within the 21A group there are 6 subgroups A, B, C, D, E, F

In both cases it is found that as the alphabet ascends, then the toxicity decreases in steps.

What this means is – the number of adverse reactions is not random or accidental. Rather it varies with the toxicity of the batch – and different toxic levels have been assigned to different letters of the alphabet

– J & K both very toxic

L more toxic than M

M more toxic than A

A more toxic than B

B more toxic than C

C more toxic than D

D, E, F all about the same toxicity”


Also see:

The J, K, L, M batches were found to be excessively toxic in Texas, showing 10 times the amount of death, disability, and adverse reactions than the D, E, F, H batches.

Image, Screenshot: Case Study, State of Texas.pdf/Craig Paardekooper

Craig Paardekooper – Death by Alphabet Final Update/Bitchute

Toxic Batches in PFIZER

Pfizer has deployed 9500 batches in the US. The toxic batches are in specific series in different lettered ranges, and their clear mathematical sequencing suggests this was done completely intentionally and consciously, with experimentation intent as indicated by the clear numbering and labeling, reports Craig Paardekooper.

The highly toxic batches have been found to be EN6, ER87, EL, EW, and at a slightly lower level of toxicity the F series. Detailed listings of toxic batches can be found here: PFIZER BATCH CODES AND TOXICITY LEVELS.PDF/Craig Paardekooper

“I downloaded the list of all Pfizer batch codes from the VAERS database, and counted their associated adverse reactions.

These batch codes were then ordered alpha-numerically – and this sequence formed the horizontal x-axis of the graph. The y-axis was the number of adverse reaction reports for each batch.

The graph showed that many batches cluster together alpha numerically – forming vertical columns of batches – because they share very similar batch codes.

The graph also showed that the batches also cluster together in terms of toxicity – forming distinct toxic ranges.

I decided to investigate a bit deeper. I obtained a list of every batch number for Pfizer found in VAERS, and ordered the batch sequence by number of adverse reactions. Amazingly, the most toxic Pfizer batches all possessed batch codes that formed a neat mathematical squence – ⁣ EN6198 EN6199 EN6200 EN6201 EN6202 EN6203 EN6204 EN6205 EN6206 EN6207 EN6208 EN5318.

I went on to identify several additional ranges of toxicity, each one identified by similar sequences of batch codes. This indicated that Pfizer had labelled vaccine that had similar toxic levels with batch codes belonging to a common sequence. They did this so they would know the dosages given to each subject, so they could monitor the effects of each dosage level.

So it appears that the adverse reactions, deaths and disabilities resulting from the vaccines for some people, are not random, but the result of variation in the toxicity of the vaccine batches.

And this variation is not an accident, but a carefully planned experiment – where each toxic level was clearly labelled.

Pfizer was experimenting upon the American people. Many were injured. Many were killed. They were measuring the efficacy and lethal limits of an experimental vaccine without disclosing the dangers to the American public – without any informed consent.

On a practical level, those intending to take any vaccine from Pfizer should endeavour to find out the batch code first. Some are extremely toxic – producing upto 5000 x the number of adverse reaction reports – compared to 70% of the batches that only produce a single adverse reaction report. “


Further analysis on the Pfizer batches reveals intentionality:

“Pfizer deployed about 9500 batches to the USA.

– In the first cluster, we have 12 highly toxic batches all appearing in close temporal proximity – and all within a defined range of 2000 to 3000 x base toxicity.

– In the second cluster, we have 3 highly toxic batches appearing in close temporal proximity, and within the range of 2000-2500 x base toxicity.

– In the third cluster, we have 27 highly toxic batches all appearing in close temporal proximity – and all within the defined range of 1000-2000 x base toxicity.

– In the fourth cluster we have 21 highly toxic batches all appearing in close temporal proximity – all within the defined range of 100-1500 x base toxicity.

– If the production of toxic batches was an accident, we would expect their temporal appearance to be random and more scattered.

The production of large numbers of toxic batches in close temporal proximity to one another shows that such “accidents” are repeated dozens of times, sequentially !

– In addition to this, these clusters of toxic batches are separated by clear periods of harmless batches – then the sudden appearance of another cluster.

– The toxic batches are also clustered into a narrow range of toxicity, rather than having a random spread of toxicity – which is odd if these batches were accidents.

– Finally, the toxicity of these clusters decreases in steps, linearly over time – again, not what we would expect from the accidental production of toxic batches. – These batches may be Hot Lots by design.”

Systematic deployment in the USA.pdf/Craig Paa

Vital analysis and crucial questions for all to consider on the ethicality of vaccine mandates in light of intentionally toxic testing and high numbers of vaccine deaths and SAEs (Severe Adverse Events) are raised in this analysis by Craig below:

High and Excessive Variability Between Different Batches of the COVID Vaccine Signals Death to the EUA from the FDA–And They Know It

The most extraordinary find of the data statisticians and pharma analysts banding together under Team Enigma and examining Craig Paardekooper’s work as well as the raw VAERS data themselves, comparing COVID vaccine data to previous years’ flu vaccine data seems to be that there is immense variation–1000%–between batches of the different COVID vaccines, which means, they say, the vaccine is not consistent across lots, it cannot be considered consistently “Safe and Effective” as Fauci/Gupta/Walensky/Murthy like to mutter into microphones everyday if it is not consistent, and is actually, under FDA regulations and following of Good Manufacturing Practice, considered adulterated, and subject to legal penalties.

This is a must-watch-and-share video (link below), some critical screenshots here:

From Team Enigma:

“Scientists compared variability between Flu vaccine lots with variability between Covid vaccine lots, and were shocked to find EXCESSIVE and HIGHLY UNUSUAL degree of variation between different lots of the Covid vaccines.

When 22,000 flu vaccine lots were examined, almost all of them produced 5 or fewer severe adverse reactions per lot. Only 2 lots exceeded this (22 SAEs and 37 SAEs)

When the same number of Covid vaccines were compared, there was found to be huge variation – with many lots producing 5 or fewer severe adverse reactions , but many others producing 1000-5000 severe adverse reactions.

So the coefficient of variation for Covid vaccines is 1000% – compared to the coefficient of variation for flu vaccines (which is 99%)

In other words, Covid vaccines vary 10 times more than flu vaccines.

Under FDA regulations, such high variation between different lots and between different manufacturers means the drugs are ADULTERATED, and carries significant legal penalties.

Such variation may also negate EUA authorisation – which is only granted based on consistency of the product.

Other information regarding vaccination safety and lot numbers:

Moderna Used the Alphabet to Label Different Toxicities of Vaccine


All this analysis is from Craig Paardekooper . He has done some amazing analysis and should be credited, this is his channel . THANK YOU CRAIG FOR SHINING LIGHT ON THIS TOPIC!”

Covid Vax VAriability Between Lots/Team Enigma

Dr. Michael Yeadon on the Different Safety Profiles for Different Lots: “Completely Without Precedent”

Dr. Michael Yeadon, former Chief Scientist and Vice-President at Pfizer says the extreme variation across batches is incomprehensible and points to a need to immediately put a moratorium on the vaccines.

Dr. Michael Yeadon

“At some point in manufacturing, someone or some entity actively modified what was being filled into vials, and it was this which resulted in extreme skew of clinical safety profile.

There has been so much truly awful behaviour of “elites” that I’m simply not willing (as I would have historically) to dismiss the possibility that this has been done on purpose. 

What I do know, and this is a test of whether there’s the slightest sign of integrity from these companies as well as the regulatory agencies,  is that all use of the affected produce must immediately cease, all batches of drug substance & lots of drug product should cease.

The materials should be recalled to a place of stable storage & an intense analytical investigation initiated.

Unless factors are found which adequately explain the huge differences in clinical adverse event profiles, administration to humans must not restart.

If the manufacturers do not exhibit sufficient control of drug product, the authorisation they hold from various regulatory authorities are utterly voided.

Just when you thought this debacle couldn’t possibly get any worse, it gets much worse.

Expect to hear more about this.

Meanwhile, who in their right mind would roll up their sleeve?”

–Dr Mike Yeadon – “The findings that 100% of Covid-19 Vaccine Deaths have been caused by just 5% of the batches produced are unprecedented”
By The Exposé on

Vaccine Mandates Become Invalid and Criminal When Vaccines Cannot be Proven to be Consistently Safe and Effective

Those facing vaccine mandates anywhere in the world today should be able to take Craig Paardekooper’s and Team Enigma’s scientific findings to their employer or government to inform them of their liability in face of lethal investigational drugs which have now been proved to be extremely toxic in batches: when neither manufacturer, employer, nor mandating government body can guarantee “safety and effectiveness” but only random-SAE, random-death and Russian Roulette batch-administration, what right do any of these have to demand everyone get vaccinated?

  • Is it possible to determine Batch Number before the non-vaccines are injected into your arm or your child’s arm?
  • Why should you or your child be subjected to this outrageous life-and-death game of You may die, You may not based on secret Batch Number?
  • Can your employer or your government guarantee you or your child will not be injected with a Super Toxic Batch?

These are questions for everyone in the world to reflect on seriously today, as totalitarianism and transhumanism seek to ride in on the backs of medical stricture and fabricated pandemics: Make 2022 the year to stand up to deceiving tyranny, reclaim your sovereignty, find your mind, and speak your mind.


Dr Mike Yeadon – “The findings that 100% of Covid-19 Vaccine Deaths have been caused by just 5% of the batches produced are unprecedented”By The Exposé on

EXCLUSIVE – 100% of Covid-19 Vaccine Deaths were caused by just 5% of the batches produced according to official Government data/By The Exposé on

How bad is my Covid-19 Vaccine Batch? – Find out now/ By The Exposé on

How bad is my batch?/Booster Warnings by Month | Craig Paardekooper’s site

How bad is my batch?/Worst Batches Affecting Children | Craig Paardekooper’s site


Make 2022 the year you support this ongoing work of independent investigative research and journalism via Patreon or via Paypal.

Given how extensively I am shadowbanned and deplatformed on social media–more than most, since I expose Manufactured-Target “Counter Terrorism” which persecutes whistleblowers, activists, journalists, natural leaders with 24/7 Microwave/Acoustic/ELF/RFID Weapon Assault (currently being hidden away further by the Havana Syndrome Cover Operation)–I ask everyone to share this information widely on your social media platforms (please download/upload my videos on your channels; re-post my articles, reports, posts, reposts at your websites, with linkback) so all those being deceived by mainstream media may learn the truth and save their children from the harms and planned digital enslavement intended by the non-vaccines, aerosols (chem trails), radiation, and other means of humanity-takeover being used against us.

One response to “Super Toxic Batches and Excessive Variability Found in Pfizer, Moderna, and Janssen Vaccines by Data Analysis of CDC VAERS | Find Out How Toxic Your Batch Is

  1. Dr Jane Ruby has just alerted us about one more deadly batch of Pfizer Biontech COMIRNATY: EM 0477 that went to Europe.

    I went to the Medalerts organization and read all the “235 cases where the batch number contains ‘EM0477’ and the patient died”. It appears that the deaths were reported by doctors in Europe. It is very good to understand what happened to patients after inoculation because there are extensive “write ups”. A must read for doctors and patients.

    44-65 Years 4 1.7%
    65-75 Years 6 2.55%
    75+ Years 54 22.98%
    Unknown 171 72.77%

    Now, Dr. Craig Paardekooper needs to include this batch number on

    At the VAERS Deaths , under “CDC Split Type”:

    ESPFIZER INC2021079004, which means it went to ES ( Spain, España );
    BEPFIZER INC2021074415 (Belgium, BE);
    IEPFIZER INC2021078981 (Ireland, IE);
    FRPFIZER INC2021073665 (France, FR);
    DEPFIZER INC2021067300 (Germany, DE) and so on.

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