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
all the immigrants that left there country to get away from certin stuff are going to start acting like there old selves no jobs crime
all the immigrants that left there country to get away from certin stuff are going to start acting like there old selves no jobs crime
Makes unfounded claim that immigrants will revert to criminal behavior and joblessness, presented as inevitable outcome.
hailemvlog
Aug 27, 2025
Bro said all Africans are dumb and couldn't even work at McDonald's. Come on now lol
Bro said all Africans are dumb and couldn't even work at McDonald's. Come on now lol
Reports a racist stereotype as fact while using 'lol' to distance from it, mixing misinformation with attempted humor.
DaVinciXw
Jan 28, 2026
When the Indian lady who’s been here some time started talking about not robbing liquor stores, I was expecting no you to edit in footage of the assholes openly robbing LCBO in the middle of …
When the Indian lady who’s been here some time started talking about not robbing liquor stores, I was expecting no you to edit in footage of the assholes openly robbing LCBO in the middle of the day, just walking away with $1000 of liquor (obviously from one area of the world) 😢
Makes vague claim about robberies being from 'one area of the world' (implying ethnic criminality) without specific evidence, expressing crime-related threat narrative.
g.r.2985
Sep 19, 2025
north Indians from Punjab and Delhi assimilate a lot. They are known in India to be very aggresive and unkind types
north Indians from Punjab and Delhi assimilate a lot. They are known in India to be very aggresive and unkind types
Makes a generalized claim about regional Indian populations being 'aggressive and unkind' presented as fact without evidence, combining stereotyping with ethnic characterization.
TruthSeeking007
Oct 2, 2025
Canada is going to be the new location for scam call centers.
Canada is going to be the new location for scam call centers.
Makes an unsubstantiated claim linking immigration to criminal activity (scam centers), spreading false association.
DarthMetal84
Jan 27, 2026
Scammers scammers scammers
Scammers scammers scammers
Makes a broad, unsubstantiated claim about scammers without specific evidence or context.
Unverified Claim
0.79
Niguido8
Feb 4, 2026
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority …
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority of them do not last because they take those jobs from Canadians while they find a job in their area of study to get the PR!!!! SO SICK OF THIS SITUATION!!!
Makes specific factual claims about hiring discrimination and employment patterns without evidence, framed as personal observation.
TORSA691008
Oct 3, 2025
Stop playing with words. When you say IMMIGRANTS, you really MEAN INDIANS.
Stop playing with words. When you say IMMIGRANTS, you really MEAN INDIANS.
Makes an unsubstantiated factual claim that 'immigrants' is coded language for a specific ethnic group without evidence.
USA-CANADA1480
Aug 26, 2025
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many liberal voters voted for liberals and that snake? All these years and did not see what was happening to this country destroyed forever. They run the airports. They run the drugs, the theft, the corruption, the crime.
Makes specific factual claims about immigrants committing crimes and controlling airports/drugs without evidence, combined with government criticism.
Doug-zl8nb
Sep 20, 2025
WSJ is WRONG tRUMP IS HELPING HIS FRIENDS PUTIN AND N KOREA
WSJ is WRONG tRUMP IS HELPING HIS FRIENDS PUTIN AND N KOREA
Commenter makes a specific factual claim about Trump helping foreign adversaries without evidence, presented as an assertion against a news source.
@myberney
Mar 4, 2025
Revere Yakub theory 🧐
Revere Yakub theory 🧐
References a conspiracy theory (Yakub theory) without substantive engagement, suggesting promotion of fringe claims.
Unverified Claim
0.78
DatBoiiiTooFresh
Jan 27, 2026
Came here as a student not surprisingly and he’s probably here illegally on a expired student visa 🤦♂️
Came here as a student not surprisingly and he’s probably here illegally on a expired student visa 🤦♂️
Makes an unverified assumption that a specific individual is 'probably here illegally on an expired student visa' based solely on appearance or context.
daylanm66
Oct 14, 2025
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there …
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there they want nothing to do with them because they're bad people
Makes sweeping, unsubstantiated claims that immigrants are universally rejected by their own people and are 'bad people,' combining false generalizations with threat framing.
Doomers-2025
Jan 27, 2026
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
Makes unsubstantiated claims about homelessness among immigrants and specific groups 'creating problems' without evidence.
JohnBe-d2j
Apr 15, 2025
Trudeau appeasing foreign interference taxpayers forced to pay for immigrants 8500 a month + $3000 furniture/clothing and have access to housing before veterans in Canada
Trudeau appeasing foreign interference taxpayers forced to pay for immigrants 8500 a month + $3000 furniture/clothing and have access to housing before veterans in Canada
Presents specific unverified claims about immigrant benefits ($8500/month, $3000 furniture) and foreign interference without evidence.
Tree74-b3s
Jun 18, 2025
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
Makes a causal claim linking Punjab's accident rates to Brampton demographics without evidence, using stereotyping to suggest ethnic correlation.
fdeswfrwsgreffgs
Feb 6, 2026
It’s OK he’s going to jail soon and all his team gonna be fired ?
It’s OK he’s going to jail soon and all his team gonna be fired ?
Makes unsubstantiated claims about legal consequences and dismissal of officials without evidence.
@LionXCRO
Mar 4, 2025
This entire Trump tariff obsession has NOTHING to do with improving the US economy. It is specifically designed to destabilize the global economy, and force the all-out fighting WWIII war. The belief is this. Wreck …
This entire Trump tariff obsession has NOTHING to do with improving the US economy. It is specifically designed to destabilize the global economy, and force the all-out fighting WWIII war. The belief is this. Wreck the world, then have the oligarchs step in to fix it. Right. The very people bent on causing all the world's problems will be the saviours of mankind. Wake up world.
Commenter presents specific conspiratorial claims about Trump's tariff motives and oligarch manipulation without evidence.
@WalterPetrovic
Mar 4, 2025
wondering who is doing their nursing exams??? are they just passing them, maybe the same as driving exams, all cheating
wondering who is doing their nursing exams??? are they just passing them, maybe the same as driving exams, all cheating
Makes unsubstantiated claims about exam cheating among immigrants without evidence.
maxsordi
Oct 27, 2025
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in …
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in canada being men. This of course makes the birth rate issue much worse and will have future consequences.
Presents specific demographic statistics (56% male, 35 and under) and causal claims without evidence, framed as factual assertions.
zachadolphe3633
Jun 17, 2025
Compare Videos
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)