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There are huge flaw in any Covid statistics that render all studies entirely inconclusive - and they have nothing to do with immunology.

First, the vast silent majority of those who do not go to the doctor at all, and certainly not for sniffles. This vast majority also does not run to the pharmacy for Covid tests.

These non-compliant types, have been conditioned to keep their mouths shut about their non-compliance - for obvious reasons - which causes their numbers to be hugely underestimated.

Also, contributing to their being under-estimated is the smug moral righteousness of the compliant sheeple who proudly followed each Fauci mandate to the letter. They can’t imagine anything stupider than not getting tested all the time - so they can’t believe it could actually be the majority who do not.

Of course, the Covid hypochondriacs who get tested every five minutes are also the first to line up for the shots, and the first to go to the doctor when they get sick (or even when they don’t).

As a result, the population of those counted as a “case” is highly self-selected, and is determined by their own behaviors and choices to escalate. No one knows how many people with Covid infection remain uncounted as “cases” because they don’t bother getting tested or visiting the doctor - but it stands to reason the number is huge.

What this means is that any attempt to correlate Covid “vaccinated” with Covid “cases” is totally meaningless. The same people who choose to get “vaccinated” are the same people who choose to get “tested”.

Second, it is doubtful whether the Covid tests actually work.

Unlike, say, a pregnancy pee test, where positive test results can and will be medically confirmed, there is NO way to medically confirm a Covid test. All they do is administer another test.

With pregnancy, or cancer, or diabetes, etc., the tests are just the beginning. Nobody relies on the tests. They immediately verify whether the condition actually exists. With a pregnancy, there is an embryo - and they have ways of confirming its existence. Same with cancer. They can actually see the cancer cells through a microscope.

Not so with Covid. They are relying on chemical reactions that theoretically indicate the presence of Covid, but they never actually see the Covid itself - so they just repeat the same test.

The insurance companies are seeing all cause mortalities up 40% above what their long historical actuarial data would expect. Normal variation from their historical data is +/- 1%. That is how they can price relative risk for an insurance policy. All that is out the window since the mRNA injections arrived on the scene.

Denis Rancourt did a decent analysis of the all cause mortality data. His opinion is that government meddling is behind most of the spikes in death. Early in the COVID19 outbreak, the government pushed vulnerable elderly who were carrying active COVID19 infections into nursing homes where the close proximity infected staff and residents causing a huge death toll to vulnerable senior citizens. BTW, most of these vulnerable seniors were "shut-ins" with serious vitamin D deficiency.

The second big spike Rancourt sites coincides with the mRNA vaxx rollout and government "equity" policy to push first doses to "vulnerable" elderly and "people of color". Both of those groups preferentially got jabbed ahead of the favored "white oppressors". Surprise! A huge death spike in those groups who "equitably" got jabbed.

Lots of people outside the "favored" groups have been jabbed because they were forced to take the jab to retain employment. The jabbed die mostly in the first 10 days after the jab or 5 months hence. Current studies indicate that an interesting pattern in IgG has emerged in the jabbed. Normal unjabbed persons have IgA on mucous membranes, a short period of IgM to actively fight the infection, then IgG comes on the scene. IgG1, IgG2, IgG3 rise with IgG3 doing most of the work. In the jabbed another form, IgG4 is produced. IgG4 reduces the immune system "fight" against the pathogen. It induces "tolerance". The infection rages on with reduced "symptoms". By jab #3, the IgG3 effective antibody is reduced to trace levels, IgG4 is strongly expressed. The jabbed person is "tolerating" and not fighting the infection.

Another interesting parallel between HIV and SARS-CoV-2 has been observed. Both viruses possess a protein labeled gp120. This protein enables entry into T lyphocytes and subsequently kills them. In this respect both viruses induce an immune system deficiency. The consequence is that opportunistic infections kill the person with the immune system deficiency.

The IgG4 and immuno-suppression from gp120 killing of CD8 lyphocytes may be the reason behind the "triple demic" of SARS-CoV-2/RSV/Flu filling the hospitals. Another daemon making the rounds is Group A Strep infections. Those are killing lots of children.