Writing

Writings on social engineering and other things

by Virginia “Ginny” Stoner, MA, JD

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Index of topics on this blog

Posts in Births & Deaths
The democide that wasn’t a pandemic; the NYC mass casualty event as a litmus test; and fake death data

There were over a half-million more US deaths in 2020 than there were in 2019, according to the official mortality data—by far the largest yearly increase in deaths since at least 1968. 50,000 of those excess deaths happened over 8 weeks in 25 counties in the New York City metropolitan area, all of which experienced more than a 100% increase in deaths in April 2020—some more than 550%. How many hypotheses about the cause of excess deaths in 2020 are consistent with the NYC data? Is the data consistent with the idea that toxic treatment protocols were primarily responsible for excess deaths? Is it possible 1.5 million excess deaths in 2020-2023 were fabricated in the official records?

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The biggest thing since covid: My new mortality book!

Maybe I’ll be accused of exaggeration or self-aggrandizement, but The Illustrated US Mortality Guide: An objective and eye-opening overview of deaths in the United States from 1968—2023: Just the numbers, is my baby, so I think I’m entitled to be a little delusional about it, especially so soon after its birth. This book baby has been in the making for more than a year, and finally, after seemingly endless additions, subtractions, modifications, and technical difficulties, it is up on Amazon, ready to be adored by all—who will hopefully be smitten enough to buy a copy, in Kindle or paperback—or even both, if they are particularly smitten. This unique book objectively presents the official US mortality data, totally free of opinions or conclusions, and makes it accessible for everyone.

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The very odd August 2021 death surge

Before 2020, deaths had a remarkably consistent seasonal pattern in the US. This predictable pattern went totally wonky in 2020, and stayed strange through at least early 2022. Why? I think this disruption in the usual pattern of deaths can provide important clues about what really happened to cause deaths to increase. In this paper I look at the the third of four extraordinary “death surges” that occurred from 2020-2022—this one in August 2021—and consider its possible implications.

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The December 2020 death surge: stranger and stranger

The second of 4 death surges that occurred in the US from 2020 through 2022 started in December 2020 and continued for about 13 weeks. This death surge resulted in almost 285,000 excess deaths, compared to the same period a year earlier. Like the April 2020 death surge, it disproportionally affected one state—but strangely, it was an entirely different state, on the opposite side of the country. In this post I look at the numbers for the December 2020 death surge, and I have some more information about the April 2020 death surge as well.

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Shocker on the April 2020 death surge; plus, a comparison of state death rates

After my last paper on the April 2020 death surge, I looked deeper and discovered something shocking: the 135,000 excess deaths in the US during the surge occurred almost exclusively in New York and New Jersey. Because the death surge was so localized, 4 out of 5 of the possible explanations I proposed for it don’t really fit! Plus, there’s a new chart comparing the death rate in each state for 2019, 2020, 2021 and 2022. There are a few standouts among the states—but not necessarily for the right reasons.

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The inconvenient April 2020 death surge; plus, twice the number of young men die

There have been 1.7 million excess deaths in the US in the last few years, starting with a sudden surge of deaths in April 2020. This death surge is ignored a lot in both mainstream and alternative media, because it doesn’t neatly fit anyone’s narrative. This paper takes a closer look at that first death surge, considers the possible causes, and identifies 4 distinct “death surges” that occurred from 2020-2022. It also looks at deaths by gender among 25-44 year olds—an age group where twice as many men die than women.

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2022 mortality; 43% more deaths for ages 35-to-44; how to normalize excess deaths with math

The CDC’s long overdue update on deaths in the US is finally in—2022 numbers are complete (but not finalized) in the WONDER database, and 2021 numbers are finalized. Some things are especially disturbing; for example, excess deaths in the 35-44 year age group were a stunning 43% higher than expected. I also explain why I use 2015-2019 mortality data to calculate excess deaths, and explain why using a 5-year rolling average normalizes excess deaths.

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US births, 1995 through 2021

In this short paper, I show US birth numbers from the CDC’s WONDER database, which are available from 1995 through 2021. While it’s not possible to draw any conclusion about cause and effect simply from looking at numbers in a database like this, it is possible to identify certain things that may warrant further investigation—such as a possible connection between the HPV vaccine and declining birth rates.

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Excess deaths by age group: What, me worry?

If it seems like more young people than usual are dying these days, it’s because they are. If anyone tells you otherwise, they either don’t know what they’re talking about, or they’re lying. Surprisingly, these excess deaths have disproportionally effected young people. In this paper I discuss excess deaths in the US by age group, from the CDC WONDER database.

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All-cause deaths in England: vaccinated versus unvaccinated

 This paper looks at all-cause deaths in England, comparing deaths among the COVID19 vaccinated and unvaccinated. It also has a few other thoughts on vaccine safety in general. It looks like there’s some serious statistical funny business going on in both the US and England, having to do with “age-adjustments” (in the US) and “age-standardization” (in England), which are helping to paint a rosy picture of vaccination.

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Vaccinated versus unvaccinated: CDC numbers suggest…hmm

With preventing COVID19 infection and transmission both off the table as possible benefits of vaccination (not that they were ever really there, but…), the only possible benefit left is preventing severe cases of COVID19. I hope we can all agree that death is the most severe of severe cases. In this paper, I look at vaccinated and unvaccinated US COVID19 death data collected by the Centers for Disease Control (CDC). I don’t know how reliable it is—I’m just showing you what’s there, and pointing out some of its obvious limitations, based on the CDC’s own descriptions. As you’ll see, the data is far more ambiguous than glowing—the sort of data that makes you go, "hmm.”

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A million excess deaths in the US in 2020-2021—none caused by a virus

In this post, I use mortality data from the CDC Wonder database to estimate the number of excess deaths in the US in 2020 and 2021—meaning deaths over and above what would ordinarily be expected, based on the historical pattern. There were more than a million excess deaths—of which zero were caused by a virus.

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