COVID-19
Downtown Ottawa resident is surprised when he meets the protestors he was warned about
From maybury.ca
A night with the untouchables
I live in downtown Ottawa, right in the middle of the trucker convoy protest. They are literally camped out below my bedroom window. My new neighbours moved in on Friday and they seem determined to stay. I have read a lot about what my new neighbours are supposedly like, mostly from reporters and columnists who write from distant vantage points somewhere in the media heartland of Canada. Apparently the people who inhabit the patch of asphalt next to my bedroom are white supremacists, racists, hatemongers, pseudo-Trumpian grifters, and even QAnon-style nutters. I have a perfect view down Kent Street – the absolute ground zero of the convoy. In the morning, I see some protesters emerge from their trucks to stretch their legs, but mostly throughout the day they remain in their cabs honking their horns. At night I see small groups huddled in quiet conversations in their new found companionship. There is no honking at night. What I haven’t noticed, not even once, are reporters from any of Canada’s news agencies walking among the trucks to find out who these people are. So last night, I decided to do just that – I introduced myself to my new neighbours.
At 10pm I started my walk along – and in – Kent Street. I felt nervous. Would these people shout at me? My clothes, my demeanour, even the way I walk screamed that I’m an outsider. All the trucks were aglow in the late evening mist, idling to maintain warmth, but all with ominously dark interiors. Standing in the middle of the convoy, I felt completely alone as though these giant monsters weren’t piloted by people but were instead autonomous transformer robots from some science fiction universe that had gone into recharging mode for the night. As I moved along I started to notice smatterings of people grouped together between the cabs sharing cigarettes or enjoying light laughs. I kept quiet and moved on. Nearby, I spotted a heavy duty pickup truck, and seeing the silhouette of a person in the driver’s seat, I waved. A young man, probably in his mid 20s, rolled down the window, said hello and I introduced myself. His girlfriend was reclined against the passenger side door with a pillow to prop her up as she watched a movie on her phone. I could easily tell it’s been an uncomfortable few nights. I asked how they felt and I told them I lived across the street. Immediate surprise washed over the young man’s face. He said, “You must hate us. But no one honks past 6pm!” That’s true. As someone who lives right on top of the convoy, there is no noise at night. I said, “No, I don’t hate anyone, but I wanted to find out about you.” The two were from Sudbury Ontario, having arrived on Friday with the bulk of the truckers. I ask what they hoped to achieve, and what they wanted. The young woman in the passenger seat moved forward, excited to share. They said that they didn’t want a country that forced people to get medical treatments such as vaccines. There was no hint of conspiracy theories in their conversation with me, not a hint of racist overtones or hateful demagoguery. I didn’t ask them if they had taken the vaccine, but they were adamant that they were not anti-vaxers.
The next man I ran into was standing in front of the big trucks at the head of the intersection. Past middle age and slightly rotund, he had a face that suggests a lifetime of working outdoors. I introduced myself and he told me he was from Cochrane, Ontario. He also proudly pointed out that he was the block captain who helped maintain order. I thought, oh no, he might be the one person keeping a lid on things; is it all that precarious? I delicately asked how hard his job was to keep the peace but I quickly learned that’s not really what he did. He organized the garbage collection among the cabs, put together snow removal crews to shovel the sidewalks and clear the snow that accumulates on the road. He even has a salting crew for the sidewalks. He proudly bellowed in an irrepressible laugh “We’re taking care of the roads and sidewalks better than the city.” I waved goodbye and continued to the next block.
My next encounter was with a man dressed in dark blue shop-floor coveralls. A wiry man of upper middle age, he seemed taciturn and stood a bit separated from the small crowd that formed behind his cab for a late night smoke. He hailed from the Annapolis Valley, Nova Scotia. He owned his own rig, but he only drove truck occasionally, his main job being a self-employed heavy duty mechanic. He closed his shop to drive to Ottawa, because he said, “I don’t want my new granddaughter to live in a country that would strip the livelihood from someone for not getting vaccinated.” He introduced me to the group beside us. A younger crowd, I can remember their bearded faces, from Athabasca, Alberta, and Swift Current Saskatchewan. The weather had warmed, and it began to rain slightly, but they too were excited to tell me why they came to Ottawa. They felt that they needed to stand up to a government that doesn’t understand what their lives are like. To be honest, I don’t know what their lives are like either – a group of young men who work outside all day with tools that they don’t even own. Vaccine mandates are a bridge too far for them. But again, not a hint of anti-vax conspiracy theories or deranged ideology.
I made my way back through the trucks, my next stop leading me to a man of East Indian descent in conversation with a young man from Sylvan Lake, Alberta. They told me how they were following the news of O’Toole’s departure from the Conservative leadership and that they didn’t like how in government so much power has pooled into so few hands.
The rain began to get harder; I moved quickly through the intersection to the next block. This time I waved at a driver in one of the big rigs. Through the rain it was hard to see him, but he introduced himself, an older man, he had driven up from New Brunswick to lend his support. Just behind him some young men from Gaspésie, Quebec introduced themselves to me in their best English. At that time people started to notice me – this man from Ottawa who lives across the street – just having honest conversations with the convoy. Many felt a deep sense of abuse by a powerful government and that no one thinks they matter.
Behind the crowd from Gaspésie sat a stretch van, the kind you often see associated with industrial cleaners. I could see the shadow of a man leaning out from the back as he placed a small charcoal BBQ on the sidewalk next to his vehicle. He introduced himself and told me he was from one of the reservations on Manitoulin Island. Here I was in conversation with an Indigenous man who was fiercely proud to be part of the convoy. He showed me his medicine wheel and he pointed to its colours, red, black, white, and yellow. He said there is a message of healing in there for all the human races, that we can come together because we are all human. He said, “If you ever find yourself on Manitoulin Island, come to my reserve, I would love to show you my community.” I realized that I was witnessing something profound; I don’t know how to fully express it.
As the night wore on and the rain turned to snow, those conversations repeated themselves. The man from Newfoundland with his bullmastiff, a young couple from British Columbia, the group from Winnipeg that together form what they call “Manitoba Corner ” all of them with similar stories. At Manitoba Corner a boisterous heavily tattooed man spoke to me from the cab of his dually pickup truck – a man who had a look that would have fit right in on the set of some motorcycle movie – pointed out that there are no symbols of hate in the convoy. He said, “Yes there was some clown with a Nazi flag on the weekend, and we don’t know where he’s from, but I’ll tell you what, if we see anyone with a Nazi flag or a Confederate flag, we’ll kick his fucking teeth in. No one’s a Nazi here.” Manitoba Corner all gave a shout out to that.
As I finally made my way back home, after talking to dozens of truckers into the night, I realized I met someone from every province except PEI. They all have a deep love for this country. They believe in it. They believe in Canadians. These are the people that Canada relies on to build its infrastructure, deliver its goods, and fill the ranks of its military in times of war. The overwhelming concern they have is that the vaccine mandates are creating an untouchable class of Canadians. They didn’t make high-falutin arguments from Plato’s Republic, Locke’s treatises, or Bagehot’s interpretation of Westminster parliamentary systems. Instead, they see their government willing to push a class of people outside the boundaries of society, deny them a livelihood, and deny them full membership in the most welcoming country in the world; and they said enough. Last night I learned my new neighbours are not a monstrous faceless occupying mob. They are our moral conscience reminding us – with every blow of their horns – what we should have never forgotten: We are not a country that makes an untouchable class out of our citizens.
This is a blog of mathematical thoughts and views from the perspective of a data scientist in Ottawa, Canada.
I am a reformed physicist who has undergone rehabilitation through the world of operations research and statistical science, becoming a quasi-useful member of society. In real life, I am a lead data scientist in Ottawa, Canada.
I am a passionate applied mathematician with an interest in all things stochastic. I am always looking for opportunities to transform data into useful decision insights. My rehab is ongoing!
Click here for more from David Maybury
The UK’s Health Security Agency (UKHSA) has recently been exposed for its blatant refusal to release critical data that could reveal a potential link between Covid-19 shots and the nation’s alarming surge in excess deaths.
As The Telegraph reveals in a damning exposé, UKHSA officials invoked the “distress or anger” of bereaved families as their shield, arguing that any hint of correlation in the data might shatter the emotional well-being of those left behind.
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According to The Telegraph:
The UK Health Security Agency (UKHSA) argued that releasing the data would lead to the “distress or anger” of bereaved relatives if a link were to be discovered.
Public health officials also argued that publishing the data risked damaging the well-being and mental health of the families and friends of people who died.
Last year, a cross-party group expressed alarm about “growing public and professional concerns” over the UK’s rates of excess deaths since 2020.
In a letter to UKHSA and Department for Health, the MPs and peers said that potentially critical data – which map the date of people’s Covid vaccine doses to the date of their deaths – had been released to pharmaceutical companies but not put into the public domain.
They argued that the data should be released “on the same anonymised basis that it was shared with the pharmaceutical groups, and there seems to be no credible reason why that should not be done immediately”.
UsForThem, a campaign group, requested that UKHSA release the data under freedom of information laws. But the agency refused, making a number of different arguments including that publishing the data “could lead to misinformation” that would “have an adverse impact on vaccine uptake” in the public.
UKHSA also claimed there would be a risk of individuals being identified, despite the request being made for an anonymised dataset. After a two-year battle, the Information Commissioner ruled in the UKHSA’s favour, backing its refusal to publish the data.
Gareth Eve whose wife, Lisa Shaw died from the Astra-Zeneca Covid jab, took to social media to express his opinion on the UKHSA’s refusal to disclose the data—under the guise that it will risk “damaging the well-being and mental health of families and friends of people who died.”
He wrote: “As someone who lost his amazing wife to a Covid jab. As a Dad of a little boy who lost his Mammy at the age of 6 I can assure you, my heart and my mental health is already very much broken.”
Dr Craig v the Information Commissioner & the UKHSA
UsForThem was not the only party seeking this crucial data through Freedom of Information requests. As early as 2022, diagnostic pathologist and statistician Dr Clare Craig submitted a series of FOI requests to UKHSA and ONS seeking detailed data on deaths following COVID-19 vaccination. On 4 August 2023 she made a specific request for anonymised individual-level NIMS records of adults over 20 who died after December 2020 (age at first dose, vaccination dates, and barnardised date of death). UKHSA refused disclosure. After the Information Commissioner upheld the refusal in June 2024, Dr Craig appealed to the First-tier Tribunal against both the Information Commissioner and UKHSA. The tribunal dismissed her appeal on 14 October 2025.
Dr Craig kindly gave me persmission to include the First-tier Tribunal’s 27-page decision.
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Several anomalies stand out to me:
- UKHSA repeatedly changed its legal grounds.
When Dr Clare Craig made her request in August 2023, the UKHSA originally said “no” under section 40(2) FOIA (personal data exemption). Even with barnardised death dates, the UKHSA argued that the combination of age at first dose, exact vaccination dates, and approximate death date could still allow some individuals to be re-identified. So, the UKHSA treated the requested data as third-party personal data and refused it outright.
Later, probably in preparation for the tribunal they downplayed section 40(2) and relied mainly on section 38 FOIA (Health and Safety). Section 38(1) says information is exempt if its disclosure would, or would likely to:
a] endanger the physical or mental health of any individual.
b] endanger the safety of any individual.
This exemption is not absolute but is subject to the public-interest balance test.
The UKHSA also shifted to other arguments: sections: 12 (Cost), 4 (Vexatious or repeated requests), 36 (Prejudice to effective conduct of public affairs), 41 (Actionable breach of confidence). They ultimately succeeded with the broad “health and safety” exemption (s.38) based on speculative risks of harassment or violence.
- Releasing these records (even barnardised) could lead to bereaved families being identified and harassed.
- It could fuel anti-vaccine campaigns that incite threats or violence against doctors, scientists, or public-health staff.
- It could cause serious distress to relatives who discover their loved one’s details are being discussed online.
- Misinformation/misinterpretation of the data could itself damage public confidence and therefore harm mental health on a wider scale.
In short, the UKHSA started with “this is personal data, full stop,” which later became “well, maybe it can be anonymised, but releasing it anyway would endanger people’s health or safety.” Then they threw in every possible additional exemption (cost, vexatious, political damage, and legal confidentiality) to make absolutely sure at least one would stick.
- The closed hearing and confidential bundle
Other anomalies that stood out were the following: a closed hearing on 24 June 2025 that Dr Craig was not allowed to attend. And a closed/confidential bundle of documents that she was not allowed to see. Later, the tribunal gave her a written gist (a few paragraphs) that said, in very general terms, what topics have been covered in the closed sessions and what the secret evidence was broadly about—without revealing anything that the UKHSA deemed too sensitive!
When asked for comment, Dr Craig wrote: “There is more than enough evidence that the vaccine products caused death. The majority were covid deaths in the first two weeks after injection and in the period after the third mRNA dose. Non-covid deaths also rose and these did not come in waves. However, the ONS stopped published their data when the problem became undeniable. I hope this story about hiding the data wakes people up to the failure of our institutions to respect the truth over their own agendas.”
Silencing the Signal: From Excess Deaths to Black-Ops Disinformation
This active form of suppression has gone far beyond merely downplaying any possible link between COVID shots and excess mortality. What has been actively concealed includes:
- The very fact of sustained excess deaths appearing across many countries from 2021 onward.
- The extensive evidence of harm caused by the experimental mRNA and viral-vector injections themselves, as documented in the manufacturers’ own pharmacovigilance reports submitted to regulators (reports that were meant to remain confidential). Read my analysis of these reports here, here, here, here and here.
- A systematic campaign of scientific censorship: dozens of peer-reviewed studies and preprints that identified serious adverse events, novel mechanisms of injury, or elevated mortality signals were retracted, withdrawn, or smeared—often without legitimate scientific justification.
- An overt psychological and information-warfare operation orchestrated by state actors—including the UK’s 77th Brigade and Counter Disinformation Unit, U.S. agencies, NATO’s strategic communications centres, and independent NGOs, such as the Center for Countering Digital Hate (CCDH)—all coordinated to intimidate, defame, deplatform, and silence doctors, scientists, and citizens who publicly questioned the “safe and effective” narrative.
- Collusion with Big Tech platforms to throttle, shadow-ban, or deplatform dissenting voices under the pretext of “countering disinformation.”
In 2023, I wrote about how governments and mainstream media worldwide have imposed a “veil of silence” on the issue of excess deaths, particularly after the rollout of COVID shots in mid-2021—in stark contrast with their earlier obsession with daily COVID death tallies. My piece centred on a pivotal UK parliamentary 30-minute adjourned debate on October 20, 2023, secured by then-independent MP Andrew Bridgen.
Piercing the Veil of Silence over Excess Deaths
It is important to remember how the BBC inserted live captions during Bridgen’s debate to fact-check and undermine him in real-time, labelling his claims as “misinformation.”
Molly Kingsley, co-founder of UsForThem, a campaign group (also targeted by the Counter Disinformation Unit) that requested the UKHSA to release the data under freedom of information laws, took to social media to post a further detail in their legal case.
“The UKHSA also alleged that if they released the data, someone might use it to promote a misleading impression (misinformation) about a possible relationship between dates of dosage and dates of death. They argued that this had the potential to damage confidence in vaccine programmes and so could endanger the health of the public.”
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A closer look at suppressing the link between excess deaths and Covid shots
In June last year, a bombshell study examining excess deaths on a global level, was published in BMJ Public Health by a group of researchers (Mostert et al.) from Vrije Universiteit, Amsterdam.
BOMBSHELL STUDY: 3 MILLION EXCESS DEATHS IN 47 COUNTRIES
Their results showed:
The total number of excess deaths in 47 countries of the Western World was 3,098,456 from 1 January 2020 until 31 December 2022. Excess mortality was documented in 41 countries (87%) in 2020, 42 countries (89%) in 2021 and 43 countries (91%) in 2022. In 2020, the year of the COVID-19 pandemic onset and implementation of containment measures, records present 1 033 122 excess deaths (P-score 11.4%). In 2021, the year in which both containment measures and COVID-19 vaccines were used to address virus spread and infection, the highest number of excess deaths was reported: 1 256 942 excess deaths (P-score 13.8%). In 2022, when most containment measures were lifted and COVID-19 vaccines were continued, preliminary data present 808 392 excess deaths.
The group’s findings were amplified by an article in The Telegraph: “Covid vaccines may have helped fuel rise in excess deaths.”
Notably, shortly afterwards, the Princess Máxima Center (the Paediatric Oncology centre affiliated with the authors) issued a statement, “distancing itself” from the publication. It went on to assert: “The study in no way demonstrates a link between vaccinations and excess mortality; that is explicitly not the researchers’ finding. We therefore regret that this impression has been created.”
This triggered BMJ Public Health to respond with an “expression of concern” a few days later, stating: “The integrity team and editors are investigating issues raised regarding the quality and messaging of this work.”
CENSORING THE SCIENCE: Bombshell Study on Excess Deaths Faces Retraction
The last update, in January 2025, stated: “BMJ are awaiting the result of an institutional investigation into the conduct of the work, which was due to be finalized by the end of 2024. At present, the institution can offer no update on when the information will be sent to BMJ.”
Also noteworthy is that on 25 August 2023, the UK Office for National Statistics (ONS) announced that it would no longer update its “Deaths by vaccination status, England” series, marking the end of its regular publications. The ONS stated: “We will no longer be updating the Deaths by vaccination status analysis, England series.” No specific reasons were detailed in the notice. This begs the questions: what caused ONS to make such a decision? Is it because an inconvenient pattern of truth was emerging that went against the “safe and effective” narrative?
On 18 April 2024, Andrew Bridgen managed to secure a landmark two-hour House of Commons debate on excess deaths since 2021 and their link to mRNA COVID vaccines.
Debate in Parliament Ignites over Excess Deaths and Vaccine Safety Concerns
Describing it as “the greatest medical scandal in living memory,” Bridgen — himself double-vaccinated and vaccine-injured — accused authorities of deliberately hiding and manipulating data, abandoning proven protocols, and using midazolam/morphine under NICE NG163 to hasten deaths. He highlighted UK Office for National Statistics (ONS) baseline changes that erased ~20,000 excess deaths in 2023 and their refusal to release anonymised record-level data.
The “inconvenient” data secured by Wouter Aukema
My series of interviews with senior data patterns & forensics analyst, Wouter Aukema, have been extremely revealing. Aukema and his team’s software was able to download 15 million case safety reports (within and outside of Europe) for 6000 drugs and vaccines from European Medicines Agency’s EudraVigilance system for the past 20 years. This information was presented on dashboards, built to make public pharmacovigilance data accessible and navigable. They shockingly revealed a three-fold increase in case safety reports for the Covid vaccines (at the start of the rollout) compared to all the other drug products and substances- over the past 20 years.
True Horrors of Covid Vaccine Harm Data NOW Exposed!
In my second interview with Aukema, he dropped the biggest bombshell. According to his systematic downloading of the data from EudraVigilance (which includes case safety reports from around the world not just the EU)- 40% of worldwide serious case safety reports (including hospitalization and death) in relation to Covid vaccines (only) have been removed from the European Medicines Agency’s database from October 2021-November 2022. In addition, case safety reports have also been retroactively modified, after their data lockpoint (DLP).
Data Crimes: Deleting Covid Vaccine Deaths
Only last month, I broke the story how the European Medicines Agency (EMA) had sent a letter to Aukema demanding he immediately delete the pharmacovigilance data dowloaded from EudraVigilance. It has also come to light that similar EMA letters were sent to French researchers Emma Darles and Pavan Vincent.
BREAKING: Data Analyst Faces EMA’s Demand to Delete Pharmacovigilance Data!
Just a day before Aukema was going to present his findings at the Back to the Future conference, he discovered an email from the EMA in his spam folder, with a subject line that sent chills: “Request to immediately delete non-public information originating from the EudraVigilance system and made available on the dashboards you have on Tableau Public.”
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One of the key claims alleged by the EMA was that Aukema’s dashboards, which include worldwide unique case identifiers and country-of-origin data, pose an “indirect” risk of identifying patients. “I have no access to patients’ birth dates or names,” he insisted. “Even if that data was available, I would never have downloaded it. My objective is to gather insights on patterns, not to find people.”
After further discussions with Wouter Aukema, he revealed a disturbing practice affecting approximately 40% of serious (including fatal) COVID-19 vaccine adverse-event reports.
Whenever a case narrative is updated – even for the most trivial edit, such as inserting a comma – the system generates an entirely new case ID number and a new receipt date. The previous version of the report, with its original identifier and timestamp, is permanently overwritten and becomes untraceable. There is no audit trail, no version history, and no way to retrieve the original entry. Aukema describes this as “a floating duck.”
On the surface everything appears normal, but the critical reference points are in constant motion, making it impossible to track changes or hold anyone accountable for what has been altered or suppressed. He suspects that this systematic erasure of original reports is not accidental. In his view, the manipulation originates from the pharmaceutical companies themselves and from national pharmacovigilance authorities – including Lareb in the Netherlands and, by extension, equivalent bodies such as the MHRA (Yellow Card scheme) in the United Kingdom – whose databases feed into the European system.
In short, not only are serious and fatal cases being under-reported or retrospectively downgraded; in a large proportion of instances, the original evidence that they were ever reported in the first place is being deliberately and irreversibly destroyed.
Now, turning back to the UKHSA’s blank refusal to release critical data which could expose the link between excess deaths and the Covid shots—perhaps this link could be found in Aukema’s damning data sets, which include case safety reports from the UK for the Covid shots.
Each individual case safety report (ICSR) in EudraVigilance includes (when reported): date of vaccination, date of onset of the adverse reaction, and the date of death (if fatal). If a large, tightly clustered peak of fatal reports were visible in the first 0–14 days—and especially if that peak exceeded the reporting bias and background mortality expected in the vaccinated population—it would represent a very strong safety signal requiring urgent investigation.
Is this the reason why the EMA are so fixated on the deletion of the country-of-origin data? Could it be a case of an orchestrated cover up shared by regulators amid liability fears?
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The Justice Centre for Constitutional Freedoms has released a new report titled Manufacturing consent: Government behavioural engineering of Canadians, authored by veteran journalist and researcher Nigel Hannaford. The report warns that the federal government has embedded behavioural science tactics in its operations in order to shape Canadians’ beliefs, emotions, and behaviours—without transparency, debate, or consent.
The report details how the Impact and Innovation Unit (IIU) in Ottawa is increasingly using sophisticated behavioural psychology, such as “nudge theory,” and other message-testing tools to influence the behaviour of Canadians.
Modelled after the United Kingdom’s Behavioural Insights Team, the IIU was originally presented as an innocuous “innovation hub.” In practice, the report argues, it has become a mechanism for engineering public opinion to support government priorities.
With the arrival of Covid, the report explains, the IIU’s role expanded dramatically. Internal government documents reveal how the IIU worked alongside the Public Health Agency of Canada to test and design a national communications strategy aimed at increasing compliance with federal vaccination and other public health directives.
Among these strategies, the government tested fictitious news reports on thousands of Canadians to see how different emotional triggers would help reduce public anxiety about emerging reports of adverse events following immunization. These tactics were designed to help achieve at least 70 percent vaccination uptake, the target officials associated with reaching “herd immunity.”
IIU techniques included emotional framing—using fear, reassurance, or urgency to influence compliance with policies such as lockdowns, mask mandates, and vaccine requirements. The government also used message manipulation by emphasizing or omitting details to shape how Canadians interpreted adverse events after taking the Covid vaccine to make them appear less serious.
The report further explains that the government adopted its core vaccine message—“safe and effective”—before conclusive clinical or real-world data even existed. The government then continued promoting that message despite early reports of adverse reactions to the injections.
Government reliance on behavioural science tactics—tools designed to steer people’s emotions and decisions without open discussion—ultimately substituted genuine public debate with subtle behavioural conditioning, making these practices undemocratic. Instead of understanding the science first, the government focused primarily on persuading Canadians to accept its narrative. In response to these findings, the Justice Centre is calling for immediate safeguards to protect Canadians from covert psychological manipulation by their own government.
The report urges:
- Parliamentary oversight of all behavioural science uses within federal departments, ensuring elected representatives retain oversight of national policy.
- Public disclosure of all behavioural research conducted with taxpayer funds, creating transparency of government influence on Canadians’ beliefs and decisions.
- Independent ethical review of any behavioural interventions affecting public opinion or individual autonomy, ensuring accountability and informed consent.
Report author Mr. Hannaford said, “No democratic government should run psychological operations on its own citizens without oversight. If behavioural science is being used to influence public attitudes, then elected representatives—not unelected strategists—must set the boundaries.”
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