Wow very Interesting Vaccine Batch Report (1 in 200 Harmful Batches – by Design?)
70% even 80% of adverse reactions are relatively harmless (1 reaction per batch) – but the other 20% cause THOUSANDS of reactions per batch – very interesting VAERS report which shows a pattern of a seemingly deliberate deployment of toxic batches in every 200 harmless batches?
First Published: Nov 30 2021, Updated: Dec 18 2021
Dec 18 2021 Update: He now has a Telegram Channel with extra studies and videos, and a new website “How Bad Is My Batch?” (howbad.info) where you can look up your own batch number as well as links to studies and videos.
Variation Update:
Variation in Batch Toxicity Update – YouTube
“The purpose of this study was to determine if there is any significant variation in batch toxicity – by counting the number of adverse reaction reports associated with each batch number.”
Some batches cause adverse reactions consistently – across every state. The highly toxic batches show increasing numbers of adverse events in every state (wherever they are deployed).
Worse – there is an obvious pattern – it seems they are “evenly distributed” between the harmless batches.
The frequency being about 1 in 200. So every 200 batches, is a “toxic batch” causing hospitalizations, disabilities, and death, across the USA – in every state.
The harmless batches are harmless, but there is 1 in 200 chance, you get a harmful batch.
“Russian Roulette”
In trying to find more information about the researcher and data used, I also stumbled across another report seemingly authored by him, which just focuses on the Pfizer batches:
Pfizer

If the separate companies were deploying high toxicity batches systematically, then the patterns of deployment could be confused and clouded by mixing data for all of the companies. So, instead of combining all of the VAERS data for Moderna, and for Pfizer, I decided to separate them out. Here is the complete output for Pfizer only – showing adverse reactions for each sequential batch.
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.
Pfizer, Moderna and Johnson & Johnson:
Fullscreen: BitChute | Rumble (Mirror)
This report is by Craig Paardekooper – a researcher that seems to be obsessed with mathematical patterns in genetic codes, hidden DNA, human creation, perception, & numbers. Craig Paardekooper is a pharmaceutical sciences student at Kingston University. He is a member of NHS Staff for Choice – a group of 2400 doctors, nurses and research staff who believe that vaccination should be by consent, and there should be no restrictions imposed on those who refuse it.
He now has a Telegram Channel with extra studies and videos, and a new website “How Bad Is My Batch” howbad.info where you can look up your own batch number as well as links to studies and videos.
- Patterns Of Deployment Of Toxic COVID “Vaccine” Batches By Craig Paardekooper Video
- Variation in Batch Toxicity Update YouTube
- Pfizer Systematic Deployment in USA report Toxic-01.pdf
- TUTORIAL 1 : USING EXCEL TO ANALYSE BATCH TOXICITY Video Tutorial
- List of Craig Paardekooper links
How to Replicate his findings, Tutorial
TUTORIAL 1 : USING EXCEL TO ANALYSE BATCH TOXICITY
“By popular request I am providing a video showing the steps I took in order to analyse the variation in batch toxicity using VAERS data. This will help others to replicate my findings.”
Pfizer Posts:
- Dr Russell Blaylock
- Magnetic Phenomenon is Real
- Remdesivir
- Abstractor Tool to Search all Pfizer Docs
- 2,500 Researchers are pouring through the Pfizer-FDA docs (Summary with Edward Dowd & Dr Naomi Wolf)
- Maajid Nawaz | Joe Rogan | Social Credit System
- [USA] Vials effect on Blood (Dr Richard Fleming)
- Time for the truth on the presence of graphene in the shots
- Event 2021 – Parts 13-15 (Blank Vax Inserts)
- Event 2021 – Part 7 (Efficacy Lie – Vaccines failed)
- Event 2021 – Part 1 (Sars-CoV-2 Origin & PCR)
- [Download] Analysis Reports (Vials, Bloodwork & Autopsies)
- [UK Lab] What’s in the Vials? (Moderna, Pfizer, AstraZeneca)
- Snake Venom [Notes]
- [2022] Grand Jury
- [Germany] What’s In The Vials? (Pfizer)
- #RealNotRare – Compare Vax-Injured Stories
- Questionable Conflicts – Gates, WHO, GAVI
- [Dr John B.] What’s In The Vials? (Pfizer Microscopy)
- [Argentina Labs] What’s In The Vials? (Dr. Martín Monteverde)
Victims:
- Autopsies: Evidence for Jab-Related Harm & Death. (Prof. Dr. Arne Burkhardt)
- #RealNotRare – Compare Vax-Injured Stories
- Senator Rennick “This is no longer about COVID” End the Mandates.
- QLD Senator: Truth Bombs “We won’t let you get away with it”
- Fully-Vaxxed 9/10 Hospitalizations & 4/5 Deaths
- Death of Shane Warne from suspected Heart attack sparks Vaccine Debate
- [Moderna] Over 100 School Staff called in Sick after 2nd Shot
- [Funeral Directors] speaking up about Covid and Boosters
- [Police Standing Up] Chantal Uren – Former WA Police
- Sudden surge in cancer within weeks of C19 Jabs?
- Senate Hearing – Jan 24 2022 – 3 Military Whistleblowers on C19 Vaccines – “Our soldiers are being experimented on”
- Jab Injuries Australia
- 13yo Maddie de Garay [Update 9 Months Later] Permanently Injured from Pfizer Trial
- [Rant] More Vaccinated than Unvaccinated Deaths in Australia
- Australian Emergency Department Doctor Warns of Myocarditis in Children
- Robert Malone MD explains his Moderna Injury and how to check if you had a Toxic Batch
- Open Letter to SG Prime Minister RE: Mandates
- Pfizer Deaths – Kids (VAERS)
- C19 Vaccine Marketing to Kids [Videos]
- Aviation Industry C19 Vax Victims