Research Tools
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
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the …
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the driving schools whos driving instructor is just giving out commerical licenses to all their indian friends.
Makes unsubstantiated claims about driving schools and licensing fraud targeting a specific ethnic group.
Dylan-bx7uh
Jan 27, 2026
Poo Jab O_O lol the music made laugh it just made me think of rat and cow poop even more like it's there main dish they eat with curry spices to bless them Lol Tyler …
Poo Jab O_O lol the music made laugh it just made me think of rat and cow poop even more like it's there main dish they eat with curry spices to bless them Lol Tyler so cute
Contains fabricated stereotypes and dehumanizing false claims about food practices, combined with ethnic mockery and slurs.
Truth_peace1111
Jan 27, 2026
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money …
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money though.
Makes unsubstantiated claims about Indian immigrants' banking behavior and fabricates conspiracy about government benefits.
Dvo3000
Jan 27, 2026
The worst part is that every city town village has them. My families village has a population of 140 in the middle of nowhere north Alberta yet every single fast food place is staffed by …
The worst part is that every city town village has them. My families village has a population of 140 in the middle of nowhere north Alberta yet every single fast food place is staffed by Indians. How did they even find these places? The government is sending them.
Makes a conspiratorial claim that the government is deliberately placing immigrants in remote areas, combined with demographic anxiety and ethnic targeting.
ianoleary1420
Jan 27, 2026
When I see or hear the word India and Indians, I see fraud.
When I see or hear the word India and Indians, I see fraud.
Makes a sweeping, unverified generalization equating an entire nationality with fraud.
thuydoan7496
Oct 1, 2025
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists …
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists children. Who are aiesha zakars parents.
Makes specific unfounded claims linking a person's name to Islamic history and alleges immigration board is 'run by foreign terrorists,' presenting conspiracy-like assertions without evidence.
TylerBexson
Sep 30, 2025
canada is being taken with dirty money. that's it. period.
canada is being taken with dirty money. that's it. period.
Makes a specific factual assertion ('dirty money') without evidence, framed as definitive fact.
Bored_wild
Sep 30, 2025
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women …
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women and children, like CANDIAN RIGHTS for women and children. INDIA has the highest rapes rates and is the worst country in the world for HUMAN SACRIFICE of brutal rape victims , innocent women and children who are raped and then stoned to death over a thousand a year ...according to the UNITED NATIONS website: India is the worst country in 2024 A.D. for human sacrifices of innocent women rape victims, with well over 1400 reported human sacrifices by stoning. Our country needs to put women's rights into the immigrational policies regarding the standards of civilizations to immigrate from to replace our tax paying families Canadians at our childrens and grandchildren's future jobs, housing and educational seatings...at least replace our families future by immigrating from countries that still don't perform HUMAN SACRIFICES, there's hundreds of countries to immigrate from besides the ones involved in the yearly middle eastern genocide of innocent women and little girls who get murdered by the tens of thousands annually for reporting they have been raped , and then murdered by their closest male family members to to prove their obedience by committing the murders with ROCKS to appease their ancient gods wrath and hatred towards the woman for supposedly enticing the rape....stop condoning the genocide of these women and put our foot down to immigrating from countries like the ones that have the lowest women's and children rights on the planet. This is taking a savagely major step backwards in our advanced modern civilization of Canada, we do not stone innocent women and little girls or boys to death when they complain of being raped, we prosecute the sexual predator, then slap him on the wrist with probation of a hotel jail with room service and free heat and lights and hot showers and a new identity when released after a few months, so they can continue to rape and molest children for the rest of their lives, making hundreds of victims by the day they die...that's the cowardly Canadian way...this is why the country with the highest rape and child molestation rates globally and human sacrifices of these victims is moving here and our cowardly sellout government allows it, we are COWARDS that don't stand up for our women's rights, cowardly men that allow rapist to run around free raping our women and children until the day they die and filming their heinous crimes to sell on the internet, being Canadian is being a COWARD these days. CANADA had immigrational standards based on reflecting our societies ethical stances of common moralities with a stern respectable justice system that protected women's and childrens rights , in 1892 A.D. in NOVA SCOTA we executed men caught red-handed raping innocent women and children or put them in a profitable work prison until the day they DIED, we had a backbone and weren't spinless jelly fish.
Makes specific factual claims about rape statistics and 'human sacrifices' in India presented without credible evidence, combined with fear-based arguments about immigration policy.
rollingstonemsmca-mx5id
Dec 20, 2025
We all know it's india. We can goddamn see their number grew 10x overnight
We all know it's india. We can goddamn see their number grew 10x overnight
Makes an unverified claim about Indian population growth ('10x overnight') presented as obvious fact, with identity-based framing.
t19890204
Oct 1, 2025
Because the muslims were too obvious of a sabotage, the indians are being used instead because theyre a little nicer.
Because the muslims were too obvious of a sabotage, the indians are being used instead because theyre a little nicer.
Presents unfounded conspiracy theory that Indian immigrants are being used as deliberate sabotage by the government.
FenrisWolf6069
Jan 27, 2026
I bet that all those Indian students crossed the border and are in the US. It's time for the Trump administration to militarized the northern border. Canada can't be trusted.
I bet that all those Indian students crossed the border and are in the US. It's time for the Trump administration to militarized the northern border. Canada can't be trusted.
Makes unsubstantiated claims about Indian students crossing borders and calls for militarization, framing Canada as untrustworthy compared to US border security.
summer031977
Oct 1, 2025
Grok says Canada is 51% white now.
Grok says Canada is 51% white now.
Cites dubious demographic statistic attributed to 'Grok' (AI tool) to support demographic anxiety narrative.
ScorpionSkull-ni9sf
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
Need more exposing of the juices 🧃🧃🧃
Need more exposing of the juices 🧃🧃🧃
Appears to contain antisemitic dog-whistle language ('juices') promoting conspiracy theories or hateful stereotypes.
Unverified Claim
0.85
WpMeOskar9000
Jan 27, 2026
Don't drive there, and don't be a pedestrian, it's very dangerous. They can't drive and are not licensed to drive, and many of them don't have insurance.
Don't drive there, and don't be a pedestrian, it's very dangerous. They can't drive and are not licensed to drive, and many of them don't have insurance.
Makes specific factual claims about immigrants' driving abilities and insurance status without evidence, framed as a safety warning.
stelladoro
Oct 2, 2025
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Contains conspiracy theory claims about 'New World Order' and replacement narratives mixed with policy critique, but the unfounded conspiratorial framing dominates.
mazda420drift
Jan 20, 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
They are not missing, Indian everywhere , they are working at Walmart and Tim Hortons and all the cell phone retail outlets especially when the supervisor and manager are Indian, they will only hire their …
They are not missing, Indian everywhere , they are working at Walmart and Tim Hortons and all the cell phone retail outlets especially when the supervisor and manager are Indian, they will only hire their Indian friends and relatives.
Makes specific factual claims about hiring discrimination and nepotism without evidence, framed through ethnic stereotyping.
walkingwithgod-y9r
Oct 2, 2025
All done by design you Canadians to bring in the New World order and the one with government
All done by design you Canadians to bring in the New World order and the one with government
Makes a conspiracy theory claim about government deliberately implementing immigration for 'New World order' without evidence.
kennykraft1681
Nov 20, 2025
The Camp of the Saints
The Camp of the Saints
Reference to 'Camp of the Saints' (a racist dystopian novel) signals alarmist demographic replacement conspiracy theory.
TylerDurden1975-o1x
Jan 20, 2026
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
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
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