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
Trump is a demonstrable Putin's lackey and a bona fide KGB agent in the Oval Office to do Kremlin's biddings to ultimately destroy the US!
Trump is a demonstrable Putin's lackey and a bona fide KGB agent in the Oval Office to do Kremlin's biddings to ultimately destroy the US!
Makes unsubstantiated conspiracy claim that Trump is a KGB agent working for Putin without factual basis.
Unverified Claim
0.85
@olusanyasogbetun6768
Mar 4, 2025
She’s was told to let whoever into Canada as long as they vote liberal
She’s was told to let whoever into Canada as long as they vote liberal
Makes an unsubstantiated conspiracy claim that immigration policy is driven by electoral manipulation.
Unverified Claim
0.85
solitarybell2836
Feb 26, 2026
What they don't tell you, is that they're working for or part of, that Indian minority elite oppressing over 1 billion of their own people.....
What they don't tell you, is that they're working for or part of, that Indian minority elite oppressing over 1 billion of their own people.....
Unsubstantiated conspiracy claim about Indian immigrants being part of an oppressive elite structure.
darthex0
Feb 26, 2026
Ik people want to migrate there but your greatest country is ran by pedofiles
Ik people want to migrate there but your greatest country is ran by pedofiles
Makes a demonstrably false conspiracy claim about government leadership while expressing fear/threat sentiment.
SOURAV444-_-
Feb 24, 2026
Bro doesn’t realize africas iq would be higher if they had readily available education like most children have by the time they’re three
Bro doesn’t realize africas iq would be higher if they had readily available education like most children have by the time they’re three
Presents a false premise about IQ differences based on education access, perpetuating debunked racial pseudoscience.
Unverified Claim
0.85
Susmore21
Feb 26, 2026
Hundreds? More like hundreds of thousands or even millions. Our government is rubber stamping everyone - that even includes people they gave refugee status to, who turned out to be involved in having underage s4x …
Hundreds? More like hundreds of thousands or even millions. Our government is rubber stamping everyone - that even includes people they gave refugee status to, who turned out to be involved in having underage s4x slaves in their home countries. Or people engaged in terrorism. How many girls have been groomed and trafficked in Canada because Liberals and their supporters wanted to false virtual signal? Why do you do an indepth piece on that? The hundreds of thousands of victims of Liberal ideology.
Makes unsubstantiated claims about refugee vetting failures and links immigration to serious crimes without evidence.
gigi6374
Feb 18, 2026
THE WEF MUPPETS DID THIS TO MAKE EVERYTHING BAD SO YOU WOULD WELCOME THEIR NEW WORLD ORDER.
THE WEF MUPPETS DID THIS TO MAKE EVERYTHING BAD SO YOU WOULD WELCOME THEIR NEW WORLD ORDER.
The comment promotes a conspiracy theory linking immigration policy to WEF and a 'new world order' without evidence.
onegod7257
Feb 23, 2026
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
Makes demonstrably false claims about regional colonization by ethnic groups and fabricated historical narratives.
dagoudag
Feb 22, 2026
Worst prime minister ever, future and past. This guy is a pedophile, racist and narcissist!
Worst prime minister ever, future and past. This guy is a pedophile, racist and narcissist!
Unsubstantiated personal attacks (pedophile, racist, narcissist) presented as fact without evidence.
@stevendagostino1758
Mar 4, 2025
i will never trust kenny he did nothing for Alberta.. he's freemason in the elite club!
i will never trust kenny he did nothing for Alberta.. he's freemason in the elite club!
Combines unfounded conspiracy theory (freemasonry/elite club) with vague political criticism, lacking factual substantiation.
Unverified Claim
0.85
fuderfle2491
Feb 23, 2026
Bro said some one eats poo..come on man!!! Thats totally false..
Bro said some one eats poo..come on man!!! Thats totally false..
Directly refutes a false claim made in the video, identifying it as demonstrably untrue.
Unverified Claim
0.85
Aniljinwoo
Feb 23, 2026
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
Makes a false or unverifiable claim about a homicide to support a xenophobic narrative, mixing personal anecdote with inflammatory generalization.
bruceturner1
Feb 22, 2026
Trump is compromised. He is a Russian asset.
Trump is compromised. He is a Russian asset.
Makes a specific factual claim ('Trump is a Russian asset') without evidence, characteristic of conspiracy theory assertions.
Unverified Claim
0.85
@tretre3374
Mar 4, 2025
hindouisme rend l'aumône obligatoire, surtout aux +fragiles, contrôle le business des prostituées (malgré l'interdit vers 1980) et imposent des castes moyenâgeuse. Aucun multi-culturalisme tant que Satan est en liberté. Religion -> PEDO -> to dismantle. …
hindouisme rend l'aumône obligatoire, surtout aux +fragiles, contrôle le business des prostituées (malgré l'interdit vers 1980) et imposent des castes moyenâgeuse.
Aucun multi-culturalisme tant que Satan est en liberté. Religion -> PEDO -> to dismantle. Religion = HATE&CORRUPTION RAISER. AFUERA (and support from France).
Makes inflammatory, unsubstantiated claims linking religion to criminal activity and corruption while opposing multiculturalism.
fabricel3314
Feb 21, 2026
bio warfare was invented for this very reason
bio warfare was invented for this very reason
Conspiracy theory claiming bioweapons were deliberately created for immigration purposes, a demonstrably false and alarmist claim.
skiiiiiiii6483
Feb 21, 2026
2:34 ONLY BORN IN CANADA IS ALLOWED TO LIVE & WORK IN CANADA !!! DUAL CITIZENSHIP DOES NOT COUNT ANYMORE !!!
2:34 ONLY BORN IN CANADA IS ALLOWED TO LIVE & WORK IN CANADA !!! DUAL CITIZENSHIP DOES NOT COUNT ANYMORE !!!
Makes a demonstrably false claim about Canadian citizenship/residency policy (dual citizens are allowed to live and work in Canada).
Unverified Claim
0.85
@EricPrince-m6j
Feb 20, 2026
WEF puppet Trudeau
WEF puppet Trudeau
Makes an unsubstantiated claim that Trudeau is a 'WEF puppet' without evidence, referencing a conspiracy theory.
Unverified Claim
0.85
@gcell10
Mar 4, 2025
Its obviouse donald is a russian assett. He is crashing the world economy to try to bring in BRICS. It is treason.
Its obviouse donald is a russian assett. He is crashing the world economy to try to bring in BRICS. It is treason.
Makes specific unfounded claims that Trump is a Russian asset committing treason to crash the economy.
@saraheastwood2288
Mar 4, 2025
This global "anti-immigration" dog whistle is from the Russian government's social media troll farm. Russia is winning. Матушка Россия благодарит тебя за службу, товарищ!
This global "anti-immigration" dog whistle is from the Russian government's social media troll farm. Russia is winning. Матушка Россия благодарит тебя за службу, товарищ!
Makes an unsubstantiated conspiracy claim attributing anti-immigration sentiment to Russian government manipulation without evidence.
Unverified Claim
0.85
@stevecochrane9531
Feb 20, 2026
Для индийца не убраться за собой это прежде всего вопрос касты , а потом уже гигиены. Тоесть убираются только неприкасаемые. Вобщем это явный соц маркер что ты из низшей касты, другого объяснения нет. Я был …
Для индийца не убраться за собой это прежде всего вопрос касты , а потом уже гигиены. Тоесть убираются только неприкасаемые. Вобщем это явный соц маркер что ты из низшей касты, другого объяснения нет. Я был свидетелем скорлупок от яиц на новой газ плите . Рядом стояла большая урна , но нет умри в мусоре но сохрани корону 😂
Makes stereotypical and false claims about Indian immigrants based on caste system generalizations, combining misinformation with identity-based prejudice.
ferropede7400
Feb 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
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)