Suspicious Data Thread - Exposing Numerical Buggery

Oh that is a rabbit-hole I've been down.

Psychologists fuck everything up. Look at anything to do with PANDAS - the neuroimmune disorder which has no symptoms associated with it.

That’s why I memed the “science™” thing.

I see “science” today as a product label. Many years ago science as a method had a good track record, it gave us nice infrastructure, better logistics and medicine (overall improvement when it comes to materialistic things). But fraudulent products (ideologies and scammers) wanted to use this label since its public trust was higher than their own retarded buzzwords, so we got the phycology, “art” and socionomy etc with the science™ label on it. Universities got sucked into this due to politicians loving the idea of just using a little word that makes people go: “heck yeah, it’s science” (insert the reddit meme ), and now all these bullshit propagandists can use science to motivate everything they want to push. The product label of “science™” is nothing but a nice little sticker with no meaning behind it today.

But with any misuse of any label, the trust goes down, and this is why people are now hesitant when they see the science label. Hence why you hear politicians and media talking about “science deniers”, because they are seething at the fact that the magic word that just a few years ago would make people go along with anything with that “label”, doesn’t work anymore.
 
That’s why I memed the “science™” thing.

I see “science” today as a product label. Many years ago science as a method had a good track record, it gave us nice infrastructure, better logistics and medicine (overall improvement when it comes to materialistic things). But fraudulent products (ideologies and scammers) wanted to use this label since its public trust was higher than their own retarded buzzwords, so we got the phycology, “art” and socionomy etc with the science™ label on it. Universities got sucked into this due to politicians loving the idea of just using a little word that makes people go: “heck yeah, it’s science” (insert the reddit meme ), and now all these bullshit propagandists can use science to motivate everything they want to push. The product label of “science™” is nothing but a nice little sticker with no meaning behind it today.

But with any misuse of any label, the trust goes down, and this is why people are now hesitant when they see the science label. Hence why you hear politicians and media talking about “science deniers”, because they are seething at the fact that the magic word that just a few years ago would make people go along with anything with that “label”, doesn’t work anymore.
There are very few things I hate more than science cultists
 
  • Agree
Reactions: Judex Meus
The most fake realms of science are the ones furthest from objective reality. Psychology is almost nothing but fraudulent data derived from surveys of dubious quality taken on classrooms of white female students in their early 20's.
Pure math chads get to do whatever the fuck they want while being 100% right.
 
Pure math chads get to do whatever the fuck they want while being 100% right.
I would extend this to Chemical Engineering. Apparently it's the only type of Engineering where "speaking to random people in field-related jargon" is some sort of taboo.

American Maths

There are a lot of inconsistencies with how Americans count their own history when compared with others.

Usually, the method is a variation of data manipulation - the USA, almost consistently, fails to use its own statistical methods when other countries are concerned, and goes to great lengths to avoid giving accurate data about its history.

This doesn't just extend to their strange units of measurement - this is a hazard, especially since the subject is "America's Vanishing Military History" - the closer you look, the less significant it gets.

I will focus on the purported "Big Three" - the American Civil War, the First World War and the Second World War. The issue arises because military statistics should follow some kind of standard - while this exact standard differs from country-to-country, most give lengthy justifications, and indeed, some parts of the USA actually do follow a similar standard, and we will find out who that is, later on.


Civil War

The Civil War was fought within the United States and is the largest of the three by total death toll. While, at the time, this referred to an American war in America's borders, it is often given at face value when comparing the United States' experiences to other countries.

In this case, two figures are usually available:

Traditionally, the figure of 620,000 comes with a few asterisks attached. It refers to the total military dead - which is a different measurement from other countries, and is applied universally to refer to military deaths.

Most countries display this information, publicly, in a way which is unmistakable:


1706959594511.png

The Crimean War was infamous for this. So many soldiers were killed by disease that it gives a completely warped perspective to the reality of the conflict - the war, ostensibly, was a battle in which Russia fought against an international coalition.

Instead, soldiers from every Army fought against a coalition of diseases.

This war took place from 1853 to 1856.

The United States, on the other hand, lists its value of 626,000 at face-value and then compares this, directly, with other countries. This gives the false notion that America has actually, ever, had a "real war" - that its civil war is enough to justify warhawking abroad.

1706960047097.png

As you can see, the "official" military deaths for the Union Army in the Civil War are listed as 349,944.

Instead, they are either 62,916 and some of the 40,789 - depending on the exact cause of death.

Other sources which give a detailed list generally obscure this fact. This is appropriate, domestically, but Americans may be so ill-advised as to consider these as comparable to any other country. They are not. They are grotesquely inflated.

This gives, roughly, 100,000 to 110,000 for the Union side. By any appropriate measure.

For the Confederacy, the same standard would give 94,000 combat deaths.

So in total, if you were to use the measurements which every other country on the planet uses, the American Civil War had around 200,000 combat deaths and 400,000 disease deaths.

This is not 600,000 combat deaths.



The First World War


Around 50 years after the end of the American Civil War, the First World War began.

The First World War was between European countries and their empires - it started as a snow-ball of "mutual defence agreements", not unlike NATO, and the two sides were:

The Entente, or sometimes, the Allies - the largest of which were Russia, the first of the three to enter the war, France, and the UK. All three were empires which spanned several continents.

The Central Powers were, primarily, the German Empire, the Austro-Hungarian Empire and the Ottoman Empire. Geographically, these form a line which goes from the North Sea to the Red Sea.

The USA entered the war noticeably late, on very loose ground - and during their brief fighting, they report that they had 116,516 fatalities. They blatantly lie in this case. While the Civil War is legitimate, this is nothing more than propaganda and American seem to take it at face-value. Sometimes, they even argue that the "real meaning" is somehow hidden deeply.

1706961783592.png


As you may see, this clearly says 1917-1918. Practically every country gives the same end-date; 11am on 11/11/1918. Eleventh of November is "Armistice Day", a holiday in the UK, Canada, Australia, New Zealand, Ireland, and many other countries.

However, their actual fatalities, as presented at the time, clearly show.

1706961907442.png

This is slightly better.

I mean, it's less than half of what they claimed but atleast they openly state as much.

Except it's still exaggerated. Every other country says 11/11, and post-war deaths are usually not included.

Using the same standards as everyone else usually does, the actual figures for Americans in the First World War are:

1706962149727.png


This is from General Pershing's list of the dead. This is a primary resource, and there isn't really a better source.

It says, directly, that the total number of those killed in direct combat by the enemy was 12,779 - while a further 4922 died from their wounds.

This was America's actual contribution as an "Ally" yet they, generously, refer to themselves as:

1706962252943.png


So America, with fewer than 18,000 combat deaths during the First World War, thinks it held a larger role in the First World War than the countries which have been, quite rudely, pushed out of this list.

Such as Serbia:

1706962458745.png

Now, why would America overtly lie about its contribution to a war? Were they far away from it?

No. Canada had been fighting since the start, and are actually one of the most respected countries for their bravery and "enthusiastic approach to trench warfare" - reportedly being given the name, "Stormtroopers" by the Germans (prior to their own usage of the term)

They joined to get a seat at the negotiation table to carve up Europe. Fortunately, the other parties noticed and told them to "get fucked" and America, despite trying, didn't get any reparations for a war it didn't fight in. It did profit, but this massive, obvious display of carrion-feeding was not rewarded as much as Wilson had hoped.

Second World War


Once again, the United States seems to hold a different concept of what constitutes war.

In brief - the USA includes all of the above, and particularly, accidental deaths as military fatalities.

This is a minor difference and forgivable in the other wars, because accidents were a similar figure across all countries. During the Second World War, however, a new kind of accident was available - Aviation - which resulted in the majority of deaths.

1706962909386.png


The "lower" figure, here, shows the reality for the US Army. Unlike their, surprisingly, honourable colleagues, the US Army is full of shit. I had no idea why the USMC were seen as different until I checked.


The US Navy lists 51,000 fatalities due to combat. It openly says that these were the result of direct enemy combat - this is normal for most of the world.

Those 42,500 are an underestimate for the USAAF deaths. The US Army had between 50-100,000 total deaths due to plane crashes and only a tenth of those were actually shot down. This is normal for most countries - the Luftwaffe and RAF had similar issues.

Except they generally don't include them as direct military deaths. Especially those which occurred in the continental United States.


Once this is taken into account, America's role in Europe fades away almost entirely. There were so few actual confrontations, despite the war being their largest, that it's really a stretch to call them a combat force.

The few times they fought directly, the Americans died in such huge numbers that they explicitly state that these confrontations were a "pointless mistake"

Many of these confrontations took place between German soldiers in France. The implication, from historians, veterans, generals and politicians, almost unanimously, is that the losses incurred against Americans should be incurred by the Canadians.


Most countries have some differences in their outlook on war. Most countries don't hide behind their neighbours, and openly state that it's better for the Canadians to die than for the Americans.

There is a pathological problem with "lying" among Americans. The fact that this information wasn't listed - I had to actually find the primary sources to draw any comparisons which were fair - should be enough to prove to any observers that Americans usually lie about their military. They lie more often than not.




Except the Marines, they actually do tell the truth.

The only Americans who don't openly lie about their combat record are the United States Marine Corp.


There's not many of them, of course, but they're the only ones who have a battle record on-par with Canada.

If you are not a US Marine, comparing yourselves to any other Armed Forces is essentially stolen valour.

The sum total of actual combat deaths for the entire US Military during both world wars, combined, is closer to 150,000 than it is to whatever absurd numbers they pluck from their arseholes. Including the civil war, it's still absurdly low.

Of those deaths, 19,000 of them were the USMC, and almost entirely under MacArthur in the Pacific.

Now, why would MacArthur be honest?

Politically, this stems from the same issue Wilson had. Being "parasitic" and "vulture-like" isn't a good negotiation strategy unless you can bring force. Eisenhower saw this error and made sure that he had as many guns and soldiers in Europe as possible. For a country to have 3,000,000 soldiers and to fight a grand total of like, three actual battles implies they were actively avoiding the Germans whenever possible.

This was to keep their own casualties as low as possible, at the expense of their allies.

This isn't "self-preservation" or tactics. This is, literally, lying to your allies to get them killed, deliberately. Usually Canadians. At one point, the US Army actively held back to allow an entire mobile German force to escape their force of 400,000 - Operation Grenade - and let them go directly into the advance of a small Canadian force. To save their own soldiers, America, despite massively outnumbering and outgunning the Germans, chose to avoid the fight and "Race to Berlin" - abandoning the Canadians to die against a much larger force. Fortunately, Canadian soldiers were not the meek, cowardly "men" that the Americans assumed they were.

This isn't a "small deal" either, the US Army actively avoided the Netherlands in its entirety.

America fondly lists itself as one of the countries which participated in the Liberation of the Netherlands. As far as I can see, there wasn't a single ground battle involving any American forces in the Netherlands. They include the air raids as Army casualties.

This includes the Air Raids.

The RAF, who also made that mistake numerous times, actively draws attention to it. Britain, Canada and the other allies seem to be alright with the Dutch about this. We talked it out.


The USAAF quietly includes American soldiers who killed hundreds of Dutch civilians and crashed upon returning to base as combat deaths.

They also include this in their K/D ratios.


1706968140885.png


America lists this as a successful attack.

1706968224321.png




This includes Anne Frank. There is literally pride among Americans for this. They bombed Anne Frank and celebrate it as a military victory.


The UK made similar mistakes. The UK certainly did not respond to "please stop bombing the Netherlands, we need them on our side" with:

We have much bigger fish to fry - USAAF General Eaker

Oh - and whenever America refers to it, it's "Allied Bombings" - when they fuck up, it's an "Allied Problem" but if they win, it's an American victory. America had very few deaths from air combat. 9/10 were regular crashes. This is because the USAAF refused to partake in raids until the RAF and Red Air Force had taken out most of the Luftwaffe and AA guns.

The few battles America fought vary - there's about three which were "significant" but in each case, it was clear that the American strategy of "not fighting at all" was no match for the German strategy of "fighting" - and while they had other victories, upon digging, other "battles" were simply American soldiers bombing German holdouts until they surrendered - and many of the casualties from this were from killing themselves in the process (Frankfurt, Nuremberg).

They generally seem to avoid publishing any losses directly, and for such important events in American history, it's really weird. For example - the highest ranking American killed in the war:

"Officially" he was executed while his hands were raised. In reality, the Germans accepted the surrender, and then he tried to unholster his pistol. He was shot to death because he tried to fake a surrender. General Rose, according to the investigation, tried to pull his weapon on the German officer after faking a surrender.

This guy has a fucking statue.


The man who, according to the Americans themselves, tried to fake a surrender and failed, has a statue.

While my hatred for the United States has grown continuously through this, my respect for Canadians has grown a lot more. It's horrific to be overtly abandoned to die by your supposed ally. It's even more admirable that the Canadians seem to have not noticed - they went into a fight, and fought so hard that they didn't realise.

Americans seem to report this as a "Race to Berlin" without questioning what the other half of that meant. The cost was that their allies were forced to fight alone while they rushed to Berlin, desperate for a seat at the big table.

American dominance is actually built off of that - the agreement which America was desperate to seek was currency control over European trade. When Americans say "Race to Berlin" - they were racing against their own allies and deliberately tripping them up. Nobody else was thinking "We need to get there first" - Eisenhower threw as many other allies under the bus as possible to achieve that goal.





In summary, the entire role of America has been to inflate their own statistics, and list themselves into every campaign they can. The most retarded of which is that they include themselves as a liberator of the Netherlands, by injecting the times they bombed Dutch civilians as combat missions.

They literally drive around and do salutes like:
1706970691947.png


And this propaganda is so effective that people seem shocked that the Netherlands seems to like Canada in particular.

They're rewritten their history to such an extent that people are surprised that the Netherlands hold the people who liberated them in high esteem. And this isn't uncommon - surprisingly few places in Europe actually mentioned much about individual American operations. It's like the entire campaign by the USA is remembered exclusively by the USA.

The American story diverges from everyone else with the "Race to Berlin" and scarcely mentions the "tactically dodging all the enemies and trying to push them North or East" - at one point, the USA unceremoniously dumped the work onto the USSR!

1706971838123.png


They had pushed so far and so wide across Germany that there's a gigantic hole in the middle. If you see that big hole roughly between Bremen and the fucking rest of Germany, that's where the Americans told everyone they would be.

Then they ran away from every battle and tried to grab as much land as possible, while going through impressive lengths to actually avoid fighting.

They came up behind the German lines, having ran away from the Netherlands and ended up directly behind the Germans who were fighting the Soviet Union.

They ran so far away from one front that they accidentally blundered into the other.
 
Last edited:
And to emphasise, the Netherlands was fucking bad.

The war wasn't just the Eastern Front.

Hitler-simps seem to forget as much, that the Netherlands was fucked up more than the other Western countries. Certainly worse than anything which America has ever experienced.

I was trying to figure out why so many Americans think Hitler was some "white warrior" and I learned "oh. That's why."

They were so fucking cowardly they saw the war and ran so far in the opposite direction, they ended up running onto the back end of the Eastern Front.

American Hitler fanaticism comes from the fact that they straight-up didn't witness shit. Canadians actually, genuinely, did more to liberate Europe than the United States. On the actual ground level, more civilians were actually liberated by the Canadians than the Americans!

I had no idea the situation was that fucking dire for Americans.

They don't have any pride of their own - so they actively steal the valour from their neighbour. Literally every single "liberation" by the United States in occupied Europe was primarily the effort of another country.

It's just so naked with the Liberation of the Netherlands! It seems like the actual number of American soldiers who fought on the ground is either 0, or pretty fucking close to it.

With Belgium, they list this as:

1706972746157.png



Then, even a glance shows that there is no easily accessible source for this.

And - oh, they also exclude all Canadian, British, French and Belgian soldiers who participated in it.

What the USA has listed, publicly, as the "liberation of Belgium" excludes the battles in Belgian towns, where British, Polish, Canadian and Belgian soldiers fought against Germans - and somehow includes ONLY - exclusively - the casualties that America incurred in the Battle of the Bulge!


They overwrite the Liberation of Belgium, completely, with details from the Ardennes.
 
If you cat /dev/null there's some suspicious data. They claim it's random, or at least pseudo-random depending on platform, but I'm convinced I see patterns the longer I stare.
 
  • Optimistic
Reactions: Vecr
This isn't a shitpost. American history has been dominated by one very unique feature which I haven't talked about yet.

Back to the first point - the Rhineland Bastards were also, partially, the result of the 250,000 Americans who occupied the Rhineland.

1706973964867.png

The phrase "sexually powerful black male" comes up a lot when reading about American history. This is a document in the 50s, referring to the 1919-1923 occupation of Germany.

Americans were more concerned about sexually powerful black males than actual combat for most of their history. Including wartime. America has, regularly, for much of its history, been constantly fixated on black cock.

What's amazing is that this isn't a shitpost. I am being entirely serious. I am just as shocked as anyone else to learn that this was what America was doing during the time they occupied Germany.

There were soldiers in the FIRST WORLD WAR looking at Americans and thinking "Jesus, it's a bit fucking weird how they can't keep black dick off their mind, isn't it?"

After all, one odd fact which I discovered in this was that of the only Americans to actually see combat and fight bravely in their entire history, most of them were black. Infact, there were 250,000 American soldiers and about 250,000 French soldiers for a large chunk of the Rhineland occupation. The French only had a few divisions totalling a little over 10,000 black soldiers, and those were watched like a fucking hawk by the French.

By the end of the American occupation in 1923, there was 20,000 soldiers left. But, like, who?

So I checked exactly what the Rhineland blacks were depicted like.

1706974714080.png

As it turns out, not only do Americans like to steal valour from white people - the entire military glory of the United States, abroad, practically every brave American man - was black.

The "American Heroes of Europe" were black. The exact divisions who saw the most combat were the black divisions.

The Germans even noticed the soldiers were segregated, and repeatedly offered the soldiers they actively fought asylum.
1706973854696.png


They thought it was fucking bizarre that in pictures, Americans were white - but the guys in the trenches, the ones occupying Europe, had so many blacks.

I assumed it was modern propaganda to show the few First World War American soldiers as black. In truth, any propaganda which shows WWI soldiers is misleading if it shows them as white. Some of those who saw the entire occupation of the Rhineland were the entirely-black divisions!

There are scant, if any, references to interracial sex between native Europeans and any black soldiers. It was a myth stirred up by the idea of the French using colonial troops, but they kept those troops under strict rules.

The source of the myth seems to be.. uh...

The Americans went through special effort to warn everyone they could about the dangers of black cock.

Not only did America barely fight, they spent the next few years making weird fucking demands. Not material demands. Part of American influence in Europe - part of their war demands - was that everyone has to have the same obsession with black cock.

They took even the issue to Sweden.

Americans went to Sweden to gather signatures to prove to the Germans that black dick would ruin their country.


They tried to build international pressure against France despite the fact that their own soldiers were also black.

To express how strange it actually is - Americans have a completely different stereotype of black people. Rape, sex, anything which portrays them as violent or sexually deviant is a flat-out, 100%, always American problem.

Everyone else has stereotypes. But the "black cock" shit was, and remains, bewildering for anyone else. It's like if someone kept insisting to you that the Chinese had massive cocks and would forcefully rape anything they could.

It's really fucking weird.

There are zero recorded references to "Sexually Powerful Black Males" prior to American arrival, anywhere.

Then it immediately exploded onto the scene.

This caused actual problems. People died because the Americans were so obsessed with black cock. This isn't a "minor part of American history" - their first, actual impact on the world's culture was to run around telling everyone about big black cocks and sexual depravity among black men.

The fact that this was observed at the time by Europeans should tell you where the problem lies.
 
Last edited:
If you cat /dev/null there's some suspicious data. They claim it's random, or at least pseudo-random depending on platform, but I'm convinced I see patterns the longer I stare.
No, stalker. That's /dev/random or /dev/urandom. Your life is already over. Enjoy Unix prison.
 
Loads of statistical data is fucked, in marketing for example they might state

88% people agree our product is better
*Out of 137 people asked

In a study from India:
9 out of 10 people enjoy gang rape.
 
  • Like
Reactions: Vecr
88% people agree our product is better
*Out of 137 people asked
That's actually a fair enough sample.

No, no, this is for very large and important ones.

Like - the USA lies about its role in the First World War. Their actual goal, unironically, seems to involve a lot more black cock than they would have you believe.

At the time, they were in the other position but again, the weird focus on, specifically, the penises of black men and vivid, exaggerated descriptions of them, first appears in the European presses as soon as Wilson was allowed into Europe.

I'm still in just, absolute shock, that the USA inflated its fatalities for an entire war by a factor of 4 and then immediately - just, before the bodies were even fucking buried - started talking about black cock.

The BBC meme is genuinely the oldest, and most American thing in existence.

Americans trying to inject black cock into high-level discussions has been going on for over a hundred years.

There isn't any words for this. They've been at it for over a century. This was before the invention of fucking antibiotics! Black cock is more important to America than oil, antibiotics, culture, technology, education - they had access to Europe with guns in hand. They could have done anything or achieved any fucking goal they wanted to.

And they immediately started trying to warn the French about the dangers of black cock.

It's not even a lie!

1706999382824.png


It caused riots and shit!

Americans got so fucking spergy that Europeans generally treated them all in a similar way that they went out of their way on a giant propaganda campaign, sperging about how big black cocks were coming after French men and women alike. They went SO HARD that they even got fucking Sweden to contribute.

They had a direct link to supporting extreme violence against black soldiers!

The FIRST THING the Americans did was start publishing interracial pornography to demonise blacks!
 
  • Horrifying
  • Informative
Reactions: Vecr and EyeGuy
@Doctor Love is obsessed with black dick lmao
I just learned this information today.

I wasn't even looking for it!

I can't look away from this. I was trying to find out why there were so many American soldiers in post-war Europe.

Turns out a significant chunk of those were there to, explicitly, fight BBC power.

And then you fucking told everyone in Europe about this.

You proudly stated to the empires of Europe that it was your moral duty to prevent black men from having sex with white women.

You sent thousands of soldiers to achieve this.

More soldiers to prevent black men from having sex with French women than to prevent the Taliban from taking Afghanistan.

For all your talk, you have sent more American soldiers to stop the power of black cock than to fight against Russia.
 
  • Informative
Reactions: Just A Butt
why am i only just now today seeing this trashfire?
shame on you all for not telling me about this funny lunatic
 
  • Like
Reactions: Muttley
The phrase "sexually powerful black male" comes up a lot when reading about American history. This is a document in the 50s, referring to the 1919-1923 occupation of Germany.
That speaks to the historiographer more than America.

Why are you reading historical narratives written by faggots?
 
  • Dumb
Reactions: Doctor Love
That speaks to the historiographer more than America.

Why are you reading historical narratives written by faggots?
Honestly, it's an exact key phrase which made me dig deeper into the subject.

Turns out there's a reason for it.

A fucking hilarious reason. I did not know the extent of American depravity.

It's how I learned that America sent thousands of soldiers to establish firm control over black cock.

why am i only just now today seeing this trashfire?
shame on you all for not telling me about this funny lunatic
Please enjoy your stay.
 
  • Like
Reactions: Just A Butt
Back