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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Unverified Claim

3,221 comments
Page 33 of 162
Krishna is a rapist cement collections cash collections who raped 16008 all age women
Krishna is a rapist cement collections cash collections who raped 16008 all age women
Inflammatory and historically inaccurate religious claim unrelated to immigration discourse; appears as spam or trolling.
thepunjabtimes29 Jan 27, 2026
RCMP, JTF-2 100% aren't gonna do shit about the very easy conspiracy or whatever case on Sidhu and his buddies
RCMP, JTF-2 100% aren't gonna do shit about the very easy conspiracy or whatever case on Sidhu and his buddies
Makes unsubstantiated claims about a conspiracy involving named individuals and law enforcement inaction.
averysadtire6820 Jan 27, 2026
And they're bringing them to Poland too! Jewish organizations...
And they're bringing them to Poland too! Jewish organizations...
Makes an unsubstantiated conspiratorial claim linking Jewish organizations to immigration to Poland without evidence.
sztukmistrzzmlekoity383 Jan 27, 2026
The one guy's not talking about Africans he's talking about Somalians they are the ones that are inbred and are very unintelligent. They are pirates.
The one guy's not talking about Africans he's talking about Somalians they are the ones that are inbred and are very unintelligent. They are pirates.
Makes demonstrably false and dehumanizing stereotypical claims about Somali people using pseudoscientific language ('inbred,' 'unintelligent') and false generalizations.
wendytaylor8772 Jan 27, 2026
Even Indians don't want themselves there
Even Indians don't want themselves there
Makes a sweeping, unsubstantiated generalization about Indian nationals without evidence or context.
Doomers-2025 Jan 27, 2026
Let’s get this clear - This is not about hurting Canada with Tariff. This is all part of Trump’s plan to create panic, confusion and frustration to the American people to make us weak so …
Let’s get this clear - This is not about hurting Canada with Tariff. This is all part of Trump’s plan to create panic, confusion and frustration to the American people to make us weak so he can sell us to PUTIN. The tariff to Canada, Mexico and China; his immigration racist decisions to target Latinos; the way he and Vance attacked to president Zaleski and firing federal employes is just ALL Part of a plan to create confusion, so while we scratch our head, he allied with PUTIN.
Presents unsubstantiated conspiracy theory (Trump's tariffs and policies as coordinated plan to weaken America for Putin) as factual analysis.
@williamvilla9061 Mar 4, 2025
Who would’ve guessed inviting a people whose roads are congested with poor driving chaos would just so happen to bring it with them…it’s almost as if you can’t change the way a person inherently is …
Who would’ve guessed inviting a people whose roads are congested with poor driving chaos would just so happen to bring it with them…it’s almost as if you can’t change the way a person inherently is 😂
Commenter makes a false causal claim that driving behavior is inherent and unchangeable, using stereotypes to justify prejudice.
xenochrist15 Jan 27, 2026
0:18 Not even an exaggeration. I've seen a documentary once long ago where indians were showering under the leaking stream of cow piss because "cows are holy".
0:18 Not even an exaggeration. I've seen a documentary once long ago where indians were showering under the leaking stream of cow piss because "cows are holy".
References a vague documentary to support a stereotypical and likely exaggerated claim about cultural practices.
dragroch5536 Jan 27, 2026
Bro punjais don’t eat poop other indian states people eat mostly hindus
Bro punjais don’t eat poop other indian states people eat mostly hindus
Makes false and offensive stereotypical claims about dietary practices of different Indian groups.
Ddaaadddy Jan 27, 2026
"r*pe is not against their culture" "they have low intelligence" if only he could hear what he just said
"r*pe is not against their culture" "they have low intelligence" if only he could hear what he just said
Comment repeats false stereotypes about immigrants and their cultures, then critiques the speaker for making such claims, indicating awareness of misinformation.
peds9260 Jan 27, 2026
Trumps own words, “Vote for me, you will never have to vote again!” \nThis one is showing up on several pages. Make up your own mind. \nThere is something rancid in America, a slow, creeping …
Trumps own words, “Vote for me, you will never have to vote again!” \nThis one is showing up on several pages. Make up your own mind. \nThere is something rancid in America, a slow, creeping rot that smells like cold McDonald’s fries, aerosol hairspray, and the unmistakable musk of a country too sedated to recognize its own hostage situation. For years, the idea that Donald Trump was compromised by Russia was dismissed as paranoid fantasy—just another wild-eyed conspiracy theory, another overblown headline in the endless saga of American political dysfunction. \nBut now, two former Soviet intelligence officers—Alnur Mussayev and Yuri Shvets—are saying it outright: Trump was recruited by the KGB in 1987, groomed as an asset, and remains under Russian control to this day. \nAnd the worst part? He’s already back in the White House. \nThat’s right, America. You did it. You walked face-first into the banana peel of history, slipped, and fell straight into the arms of Vladimir Putin. Trump was kicked out in 2020, spent four years plotting his comeback, and now he’s returned, like a bloated, orange cockroach that just won’t die. The Kremlin’s favorite stooge is running the country again, and this time, he knows exactly how to stay in power. \nIf you think this is just another round of the Trump Show, you’re not paying attention. This isn’t politics anymore. This is treason. This is foreign subversion. This is a God forsaken coup in slow motion. \nLet’s break it down, nice and simple. \nAlnur Mussayev isn’t some Twitter conspiracy theorist with a tinfoil hat and a podcast. He’s the former head of Kazakhstan’s National Security Committee, which means he knows exactly how Russian intelligence works—because he was part of the system. And what he’s saying should make every American’s blood run cold. \nAccording to Mussayev, Trump was identified, recruited, and compromised by the KGB in 1987 during his first trip to Moscow. They saw him for what he was: a narcissistic, greedy, attention-starved buffoon who could be easily manipulated. The KGB flattered him, promised him business deals, and planted the seeds of political ambition in his empty little head. And from that moment on, he was their man. \nBut Mussayev isn’t alone. Former KGB major Yuri Shvets said the exact same thing in 2021: Trump was cultivated by Soviet intelligence because he was an easy mark—too stupid to realize he was being played, too egotistical to care. They saw him as a useful idiot—a man who could one day be nudged into power, a walking, talking Trojan Horse for Russian interests. \nAnd now? The plan has worked. Trump spent four years in office weakening America from within, got booted out, and now he’s back for round two. \nIf you had told the American public in 1962 that a Soviet-backed asset would one day sit in the White House, they would have burned Washington to the ground before letting it happen. But today? Nobody seems to care. \nThe media treats this like just another wacky subplot in the never-ending Trump reality show. Congress is too busy fighting over meaningless culture war nonsense to do anything about it. And the American public? Exhausted. Numb. Checked out. Years of scandals—Russia collusion, Ukraine blackmail, classified documents, tax fraud, sexual assault, an attempted coup—have fried the country’s brain like an overcooked steak at Mar-a-Lago. \nTrump has done the impossible. He has committed so many crimes, so openly, so brazenly, that none of them matter anymore. \nAnd now, with Mussayev’s revelation that Trump is an active foreign asset, we have finally reached the point where the biggest political scandal in American history is met with a collective shrug. \nThis is how democracy dies—not with a bang, but with a goddamn eye-roll. \nThis is the part where the skeptics start clutching their pearls. “Oh, come on,” they say. “If Trump were really a Russian asset, wouldn’t there be more proof?” \nTo which I say: Are you blind, or just willfully stupid? \nLet’s go through the evidence, shall we? \nTrump spent his entire first term doing exactly what Russia wanted. He attacked NATO, calling it “obsolete” and threatening to pull the U.S. out. He tried to blackmail Ukraine into manufacturing dirt on Joe Biden, because weakening Ukraine helps one man and one man only: Vladimir Putin. He pulled U.S. troops out of Syria, handing power over to Russian forces. He picked fights with Canada and Europe while cozying up to dictators. \nEven now, in his second term, he is more openly pro-Putin than ever. He has made it clear that he will not protect NATO allies from Russian aggression. He is actively dismantling America’s alliances, just as Russia planned. And while Americans scream at each other over whether Target should sell rainbow t-shirts, Trump is quietly selling the country to the Kremlin. \nAt some point, you have to stop calling it a coincidence and start calling it what it is: treason. \nThe United States is running out of time. If Trump serves out this term without being removed, America as a functioning democracy is finished. \nThe media needs to wake up. Enough with the “Trump fatigue” excuse. This is not just another scandal—this is the single greatest infiltration of American power in history. Journalists need to dig into Mussayev’s claims, demand declassification of intelligence files, and treat this like the national emergency that it is. \nCongress needs to subpoena Mussayev immediately. His testimony must be public, and every document he has should be reviewed. If there is proof that Trump has been compromised since the 1980s, the American people need to know. \nThe Justice Department needs to stop pretending that Trump is just another politician. If there is evidence that the sitting president of the United States is working in Russia’s interests, he must be removed from office and prosecuted for espionage. \nAnd the American public? You have one last chance. This is not about Republican vs. Democrat. This is not about taxes, gas prices, or whatever nonsense outrage is dominating the news today. This is about whether the United States remains a sovereign nation, or if we spend the rest of the century as a Russian client state with a golf course. \nThe sheer volume of Trump's corruption, the blatant nature of his crimes, the mountain of evidence that should have ended his political career a hundred times over—none of it mattered. He survived it all, not because he was innocent, but because he drowned the country in so much scandal that nothing stuck. \nBut this time, it’s different. If Mussayev and Shvets are right, this isn’t just another chapter in the endless Trump circus. This is the culmination of a decades-long Russian intelligence operation to install an asset in the White House. \nThere is no coming back from this. If America lets Trump serve out this term without removing him, then the United States as a democratic republic is finished. The country won’t collapse overnight. There won’t be tanks in the streets. Instead, the destruction of democracy will happen in slow motion—buried under lawsuits, propaganda, and corruption so blatant that people stop caring. \nIf America lets this happen—if Trump is allowed to complete his mission—then Putin wins. The West crumbles. And the people who could have stopped it will look back, years from now, and wonder how they let it happen. \nGood night, and good luck. Because if people don’t wake up, America is going to sleepwalk straight into its own funeral.
Presents specific factual claims (Trump recruited by KGB in 1987, remains under Russian control) without evidence, alongside alarmist rhetoric about foreign subversion and coup.
@BBQFanNo1 Mar 4, 2025
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the …
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the slaughter will be immense. You think Russia was bad? Just wait for the new gulags. The slaughter will be on a mass scale, in most European nations. The world as we know it is on the brink.
Presents conspiracy theories about tech company ownership and AI-enabled mass persecution without evidence, expressing apocalyptic fears.
pixelator11 Jan 27, 2026
Canada has killed over 60,000 of their own citizens through the MAID program.
Canada has killed over 60,000 of their own citizens through the MAID program.
Presents a specific factual claim about MAID program deaths without evidence, functioning as an alarmist assertion.
@justamama0681 Mar 4, 2025
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian …
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian identity anymore, and how he wants Canada to become the First Post National State. State of what? Make Brampton Ontario a Canadian City Again.
Presents conspiracy theory claims about multiculturalism as 'Marxist agenda' and attributes demographic change to deliberate political destruction, mixing false claims with alarmism.
canadiangirl5159 Jan 27, 2026
some of dem indian females are hot, i'll eat their ahh, even if they poop on the streets.
some of dem indian females are hot, i'll eat their ahh, even if they poop on the streets.
A sexually objectifying and ethnically stereotyping comment that combines racist tropes with crude generalizations about a group.
Tekashi.67 Jan 27, 2026
Because the WEF Liberalndp provide safe haven to terrorists, so most of the wanted Kalistani are here.
Because the WEF Liberalndp provide safe haven to terrorists, so most of the wanted Kalistani are here.
Makes unsubstantiated claims linking government institutions to harboring terrorists, combining conspiracy theory with security anxiety.
erinfenton184 Jan 27, 2026
Did you there's more Indians in just india than every single white person on earth combined?!
Did you there's more Indians in just india than every single white person on earth combined?!
Makes a mathematically false claim about population comparisons, presented as shocking fact to support an implicit argument about demographic dominance.
will21 Jan 27, 2026
We should have Atomic ka-blammied InDiA instead of Japan....
We should have Atomic ka-blammied InDiA instead of Japan....
Inflammatory reference to nuclear weapons targeting India, combining false/extreme rhetoric with xenophobic sentiment.
Tier1Norseman Jan 27, 2026
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
Makes false comparative claims ranking ethnic/religious groups by work ethic and morality, promoting harmful stereotypes and discriminatory framing.
markmegan8535 Jan 27, 2026
it's because they are the perfect cattle people. they will live in filth, they will eat filth, they will work in filth without a second thought because the whole country is below 70iq. Why would …
it's because they are the perfect cattle people. they will live in filth, they will eat filth, they will work in filth without a second thought because the whole country is below 70iq. Why would they pay you a fair salary? Why would you have a standard of living? If they can import a bunch of them? I am not even upset with them anymore, I am more upset with my own people that are letting this happen.
Makes fabricated claims about intelligence and work ethic of immigrants while expressing economic anxiety about wage suppression.
adnn4210 Jan 27, 2026
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Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)