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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 46 of 162
I don't think Indians can live in freezing country.
I don't think Indians can live in freezing country.
Makes a stereotypical, unsubstantiated claim about an ethnic group's climate adaptability.
trpstrr5578 Jan 27, 2026
India is a crap hole. They are a pagan society that is the reason why that country is in that current situation. Yet they refuse to change their ways when they enter other countries. Good …
India is a crap hole. They are a pagan society that is the reason why that country is in that current situation. Yet they refuse to change their ways when they enter other countries. Good luck Canadians
The comment makes sweeping, demonstrably false generalizations about India and Indian immigrants, combining religious prejudice with unfounded claims about cultural refusal to assimilate.
franciscosandoval4593 Jan 27, 2026
Trudeau must be a “paid troublemaker”
Trudeau must be a “paid troublemaker”
Commenter makes a specific factual claim that Trudeau is a 'paid troublemaker' without providing evidence, presenting it as an assertion.
@kait-liny Mar 4, 2025
Americans NEED to start speaking the obvious. Trump is a Russian asset.
Americans NEED to start speaking the obvious. Trump is a Russian asset.
Makes a specific factual claim about Trump being a Russian asset without evidence, while urging others to speak about it.
@John.R.F. Mar 4, 2025
We all know it's not about the drugs. He wants Canadas resources, he wants Canada. Trump is a baby man. The worst president. Poor Americans. Trump will ruin America and side with Russia.
We all know it's not about the drugs. He wants Canadas resources, he wants Canada. Trump is a baby man. The worst president. Poor Americans. Trump will ruin America and side with Russia.
Presents unsubstantiated claim that Trump wants Canada's resources and plans annexation, framed as moral critique and geopolitical threat.
@DelicateFlower-pp7yl Mar 4, 2025
But really, why do they always smell like body odor?
But really, why do they always smell like body odor?
Makes a stereotypical, unsubstantiated claim about immigrants' hygiene, combining prejudicial generalization with implied threat.
oceancat0450 Jan 27, 2026
Blackrock,follow the money. Maas immigration = bought votes.
Blackrock,follow the money. Maas immigration = bought votes.
Commenter makes unsubstantiated claims linking corporate interests (Blackrock) to mass immigration as a vote-buying scheme.
LilithDesdemona666 Aug 25, 2025
Ingat, yahudi,Nasrani, moeslem bukan penyembah berhala,gambar gambar,patung patung, binatang/hewan. Yg merupakan ciptaan ALLAH/TUHAN. Sangat berbeda dengan Hindu. Yahudi,Nasrani,moeslem anti menyembah patung.apalagi patung yg di buat manusia itu sendiri.maaf🙏🏻
Ingat, yahudi,Nasrani, moeslem bukan penyembah berhala,gambar gambar,patung patung, binatang/hewan. Yg merupakan ciptaan ALLAH/TUHAN. Sangat berbeda dengan Hindu. Yahudi,Nasrani,moeslem anti menyembah patung.apalagi patung yg di buat manusia itu sendiri.maaf🙏🏻
Makes demonstrably false religious claims comparing Hinduism to Abrahamic religions in a way that misrepresents Hindu practices.
YosuaIbrahim Feb 13, 2026
1 in 5 people in Ontario is an indian now...
1 in 5 people in Ontario is an indian now...
Specific demographic claim presented without evidence or source, presented as factual assertion.
RipFifa-2023 Jan 27, 2026
How many of them are illegal??? In the US there are up to 500k illegal Indian immigrants, all of whom are criminals because they either entered the country illegally or purposely and knowingly overstayed their …
How many of them are illegal??? In the US there are up to 500k illegal Indian immigrants, all of whom are criminals because they either entered the country illegally or purposely and knowingly overstayed their visa, or they were working illegally under a student visa! They must be arrested, prosecuted, and then deported at their own expense. The only solution; deport, deport, deport!
Makes unsubstantiated claims about illegal immigrants being criminals and calls for mass deportation, combining false statistics with inflammatory rhetoric.
SenorSol Feb 1, 2026
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy …
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy nations into our Canada. They don't like western ways or white people.they didn't do there research . Stupid Humans.😊
Makes false empirical claims about homelessness demographics and characterizes immigrant groups as enemies, combining unverified claims with demographic anxiety.
markblandford4586 Oct 30, 2025
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
Makes a specific factual claim (calling an individual a thief) without evidence and relies on ethnic stereotyping about Indian criminal punishment practices.
bast4rdlyreaper Jan 27, 2026
5.39 is he real ? African intelligence is below down syndrom ehhh
5.39 is he real ? African intelligence is below down syndrom ehhh
Makes false and offensive claims about intelligence based on race/ethnicity, combining misinformation with dehumanizing language.
africansister Feb 21, 2026
Self defense is illegal in Canada 😂 not even allowed pepper spray
Self defense is illegal in Canada 😂 not even allowed pepper spray
Makes a false claim about Canadian self-defense laws (pepper spray is legal in Canada with restrictions), presented with sarcasm.
chownzi2461 Jan 28, 2026
I also have to say that crime is way to high, and it's because of the immigrants, not all do crime but alot do, especially the east, they do sexual predation and other crime. If …
I also have to say that crime is way to high, and it's because of the immigrants, not all do crime but alot do, especially the east, they do sexual predation and other crime. If you come here, you need to assimilate to our culture and stop screaming racism if we don't accept your culture.
Makes specific factual claims about immigrant crime rates and ethnic patterns without evidence, combined with identity-based demands for cultural assimilation.
JoAnneDSimmonds Sep 15, 2025
Mostly scammers, forgers and the unqualified... including the lawyers
Mostly scammers, forgers and the unqualified... including the lawyers
Makes sweeping unsubstantiated claims about immigrants and lawyers being scammers and forgers.
fasteddy-fd3kr Jan 15, 2026
I ask the man with the bicycle, "which race of people commits the most crime in the last 200 years?"
I ask the man with the bicycle, "which race of people commits the most crime in the last 200 years?"
Presents a loaded, racially-charged question that implies false causal links between race and crime statistics.
oluwaolufemi803 Jan 27, 2026
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
Makes specific unsupported claims about spending on 'fake refugees' and financial consequences without evidence, combined with economic and existential threat framing.
north_42 Dec 24, 2025
The bike guy is really dumb, the africans coming to canada are the Christians, so he said that Christians allow rapes
The bike guy is really dumb, the africans coming to canada are the Christians, so he said that Christians allow rapes
Presents a logically flawed and misleading argument that misrepresents someone's statement to make a false claim about religious groups.
mateusdead8937 Jan 27, 2026
Idiots still getting their fake news from CNN and other loony left wing outlets. Once they spewed the Russian hoax and other hoaxes like the jussie Smollett hoax, CNN and the Dems were toast.
Idiots still getting their fake news from CNN and other loony left wing outlets. Once they spewed the Russian hoax and other hoaxes like the jussie Smollett hoax, CNN and the Dems were toast.
Makes unsubstantiated claims about CNN spreading hoaxes and references conspiracy theories without evidence.
@latinmachismo Mar 4, 2025
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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)