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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 2 of 162
“The Africans are not intelligent” alright bro🥀
“The Africans are not intelligent” alright bro🥀
Quotes a racist stereotype about African intelligence and dismisses it sarcastically, highlighting problematic claims in discourse.
Gatorguy744 Jan 27, 2026
The average IQ in india is 76
The average IQ in india is 76
States a false, inflammatory claim about national IQ statistics that is scientifically discredited and used to support racist hierarchies.
MagpieMalone Jan 27, 2026
The CIA is selling Fentanyl
The CIA is selling Fentanyl
Unfounded conspiracy claim that the CIA is selling Fentanyl, presented without evidence.
@firebadwatergood431 Mar 4, 2025
They are bio weapn lol. They lack basic sanitation, but their people don't admit it and are always in denial. Given their population, there's a 1/3rd chance to be both there. How lucky I am!
They are bio weapn lol. They lack basic sanitation, but their people don't admit it and are always in denial. Given their population, there's a 1/3rd chance to be both there. How lucky I am!
Contains demonstrably false conspiracy claims ('bio weapon') and fabricated stereotypes about sanitation and denial.
SwissSpieler42 Jan 27, 2026
CoudhovenKalergiePlan ✡️ 🧃wan’t to exterminate the white race!!!
CoudhovenKalergiePlan ✡️ 🧃wan’t to exterminate the white race!!!
Promotes a conspiracy theory (Kalergi Plan) falsely claiming a plot to eliminate white people, combining demographic anxiety with fabricated claims.
ITSTHEJUICE8 Jan 27, 2026
trump is a russian agent named kraznov
trump is a russian agent named kraznov
Makes a specific factual claim (Trump is a Russian agent named Kraznov) presented without evidence, characteristic of conspiracy theory rhetoric.
@IowaMan Mar 4, 2025
trump is a russian agent named kraznov
trump is a russian agent named kraznov
Identical to earlier comment: makes unsubstantiated conspiracy claim that Trump is a Russian agent named Kraznov.
@IowaMan Mar 4, 2025
PIN THIS. The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada. This is ethnic …
PIN THIS. The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada. This is ethnic cleansing that all the parties are on. SAVE US AMERICA OR YOU WILL BE NEXT. The Punjabis already created a Brampton in California - Yuba city outside of Sacramento. Thats where the Punjabi truck driver fled to after killing people in Florida with his illegal u turn. SAVE US.
Contains fabricated conspiracy theories (vaccine mandates causing immigration, ethnic cleansing claims) mixed with alarmism and ethnic stereotyping.
mufasa226 Jan 27, 2026
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of documents provided by Indians are fake such as education certificates, work experience, income, savings, birth certificates, marriage certificates ,English test reports ,Indian government and private companies make huge income from sending Indians to Canada.
Makes multiple unsubstantiated claims about Indian immigration fraud, fake documents, and government corruption without evidence.
tisarahinidumarachchi6209 Sep 28, 2025
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the polls for the left, because the right wants them out to fix Canada.
Contains fabricated claims about IQ, voting manipulation, and demographic conspiracy theories.
Duelist915 Jan 27, 2026
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only …
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only way to save Canada, America, Europe, and western countries is mass deportation and shut the borders! Most of us don't want your stinky invaders here nor your bullsh*t non assimilating cultures! GTFO!
Promotes the debunked 'Kalergi Plan' conspiracy theory and makes false claims about demographic replacement and immigrant criminality.
thescotty8124 Feb 20, 2026
5:27 speaking facts about the IQ of africa and down syndrome are quite similar
5:27 speaking facts about the IQ of africa and down syndrome are quite similar
Makes demonstrably false and racist claims equating African IQ with Down syndrome.
FomoGetsBanned Jan 27, 2026
The CIA actually harbour Khalistani terrorist who have killed innocent civilian in the 1984 plane bombing- mind you no one was punished because Canada and US were involved in the killing of Hindus. American have …
The CIA actually harbour Khalistani terrorist who have killed innocent civilian in the 1984 plane bombing- mind you no one was punished because Canada and US were involved in the killing of Hindus. American have also been invoved in 2008 Mumbai attack- this time they supported Pakistani Islamic Jehadi to kill 300 Hindus in Mumbai. In return, the Pakistani rape gang raped thousands of white chilrdren (even though west supported pakistan)
Contains demonstrably false conspiracy theories about CIA involvement in terrorist attacks and mass killings.
Science1234-r6f Feb 9, 2026
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because …
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because the government pays half their wages. So quality of EVERYTHING has dropped soo far below par. I hope all these BACKSTABBING TRADERs lose their businesses. That should be ILLEGAL!!!!
Makes demonstrably false claims about job displacement and government wage subsidies while expressing demographic anxiety and economic grievance.
johnnybacon8675 Jan 29, 2026
The great replacement in action. Anyone who denies it is a liar
The great replacement in action. Anyone who denies it is a liar
References the 'great replacement' conspiracy theory, a debunked white supremacist narrative about demographic change.
mr.gamewatch7547 Feb 5, 2026
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me …
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me to contact them because I have a dead relative that left me money 😆 2020 and covid plandemic had several purposes. While Americans were being laid off they were flying in migrants from 5 different countries to take our jobs. The elites are playing people like a fiddle. Don’t be a peasant for the new world order 😆
Contains multiple demonstrably false claims (COVID as 'plandemic', coordinated migrant job-stealing conspiracy, 'new world order') and conspiracy theories presented as fact.
1206chaos Jan 27, 2026
Locally known as Brambledesh. Toilet habits and lack of personal hygiene are incompatible with Western civilization.
Locally known as Brambledesh. Toilet habits and lack of personal hygiene are incompatible with Western civilization.
Commenter makes dehumanizing, stereotypical claims about hygiene and cultural incompatibility based on ethnic/national origin, combining false generalizations with threat rhetoric.
ronaldmallette Feb 3, 2026
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans. The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they. We MUST send them all home. ALL OF THEM. Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Contains fabricated conspiracy claims (Agenda 2030, 65 million Muslims), violent rhetoric, and demonstrably false statistics presented as fact.
c.a.greene8395 Feb 24, 2026
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in …
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in from a certain ethnicity, Elon helped cover this all up when he took over DOGE. It was a diversion. We are second in power now, they have infiltrated the USA from within. Every wonder why you didn't get to vote on it? Their plan is this, convince America migrants are good and to accept them, water down the nation to weaken them, it becomes racist to say anything against them, weaponize the police against them, and implement laws criticizing it, make it impossible to say in the workplace. Then you basically win for the enemy of Whites. America has been occupied, we are officially under a foreign dictatorship like Russia. Look who controls Russia, it's not Whites...
Presents elaborate conspiracy theory about orchestrated migration, ethnic infiltration, and foreign occupation without evidence, combining multiple false claims.
pixelator11 Jan 27, 2026
4:15 Dude speaking nothing but truth Indians eat poo
4:15 Dude speaking nothing but truth Indians eat poo
Contains a crude, demonstrably false ethnic stereotype presented as fact.
Bel-El-Hul Jan 27, 2026
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Category Distribution

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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

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)