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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Moral Argument
2,863 comments
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada!
We are being oppressed in India so we move to oppress others. GTFO
Uses sarcasm to critique immigrants' motivations while making a moral claim about oppression and reciprocal harm.
We_The_People1787
Jan 27, 2026
You’re all a bunch of racist American products of Hollywood that should be caged and reeducated so you can all learn what it’s like to be an actual human being.
You’re all a bunch of racist American products of Hollywood that should be caged and reeducated so you can all learn what it’s like to be an actual human being.
Uses inflammatory moral language ('reeducated,' 'actual human being') to condemn commenters, framed as ethical critique though expressed through hostile identity-based framing.
Easternworld420
Jan 27, 2026
Trump is so stupid and evil. This doesnt help ANYONE.
Trump is so stupid and evil. This doesnt help ANYONE.
Makes moral judgments about Trump's character (stupid, evil) and appeals to harm principle ('doesn't help ANYONE').
Moral Argument
0.75
@Zenpauly
Mar 4, 2025
The man on the bike is so stupid and racist. And I am sure his IQ is below 0. Most Africans are smart, and I love their humanity!. It's not that all whites are smart; …
The man on the bike is so stupid and racist. And I am sure his IQ is below 0. Most Africans are smart, and I love their humanity!. It's not that all whites are smart; most of them are like him. white skin and speak english doesnt make you smart. His ancestor took Africa's wealth and made us poor. He should shame for you gradparent what they did in Africa. fulish man!
Appeals to justice and historical wrongs while making sweeping generalizations about racial groups and intelligence.
selomephoto2757
Jan 28, 2026
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million …
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million strong good people to survive!!
Appeals to universal human equality while arguing for higher immigration levels as a security/survival strategy.
edwin1041
Jan 28, 2026
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin …
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin (aged 25-54) hold a bachelor's degree or higher, far exceeding the 32.9% national average! The YouTube host, who is also a Xenophone, allowed the bigot to puke! I can bet my balls that African immigrants in Canada score 20 points or more on IQ test than this bum who probably smells like Tuna!
Defends African immigrants using statistics and moral condemnation of perceived bigotry, though includes unverified IQ claims and personal attacks.
z4850Commenter
Jan 27, 2026
bunch of racists
bunch of racists
Brief moral condemnation of commenters in the thread, appealing to ethical standards against racism.
bobbob6692
Jan 27, 2026
Europeans came first now everyone else what's the difference?
Europeans came first now everyone else what's the difference?
Uses historical precedent argument to challenge European objections to immigration, appealing to fairness logic.
TriggerpointClips
Jan 27, 2026
The PIG on the bike should learn about his ancestors and what they did to Canada when he talks about DIRTY
The PIG on the bike should learn about his ancestors and what they did to Canada when he talks about DIRTY
Appeals to historical injustices and moral accountability while using derogatory language and identity-based framing.
sb-gw2hs
Jan 27, 2026
Pauvre connard de quoi tu te mêles laisse les gens vivres tranquille
Pauvre connard de quoi tu te mêles laisse les gens vivres tranquille
French-language comment appeals to live-and-let-live principle, criticizing the video creator's intervention in others' affairs.
Moral Argument
0.75
hazidane4035
Jan 27, 2026
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Defends Indian immigrants against stereotyping by arguing that generalizations from one region are unfair and won't necessarily transfer to Canada.
DUK-dy6zk
Jan 27, 2026
Well said: Donald ... dumb ... friends fighting is what our opponents want.
Well said: Donald ... dumb ... friends fighting is what our opponents want.
Commenter appeals to principles of unity and warns against divisiveness that benefits opponents, framing it as a moral issue.
Moral Argument
0.75
@KevinYeung-s3r
Mar 4, 2025
Hes scum too..he might as well have communism in his country
Hes scum too..he might as well have communism in his country
Condemns a political figure using strong moral language ('scum') and ideological framing (communism).
@susanndrake3838
Mar 4, 2025
Very articulate and intelligent, but still supporting the Zionist. That’s makes him a hypocrite liar full of shiat.
Very articulate and intelligent, but still supporting the Zionist. That’s makes him a hypocrite liar full of shiat.
Accuses the speaker of hypocrisy on moral/ethical grounds regarding Zionism, framed as a values-based critique.
@franks.7271
Mar 4, 2025
THAT GOVERNMENT IS 1 PERSON CALLED TRUMP ?? AND COURTS THAT ALLOW HIM TO RUIN THE U.S ECONOMIC WHILE HE POISONS THEM TO HATE THE BROWN SKIN FOLKS
THAT GOVERNMENT IS 1 PERSON CALLED TRUMP ?? AND COURTS THAT ALLOW HIM TO RUIN THE U.S ECONOMIC WHILE HE POISONS THEM TO HATE THE BROWN SKIN FOLKS
Criticizes Trump and courts for enabling harm to minorities, framing it as a moral/ethical failure with elements of threat perception.
@MaGo-r7x
Mar 4, 2025
Another Western hypocrite who orchestrated the war together with NATO against Russia but won't criticise Israel
Another Western hypocrite who orchestrated the war together with NATO against Russia but won't criticise Israel
Accuses the person of hypocrisy for criticizing some conflicts while not others, appealing to consistency and fairness.
@DaveNeve
Mar 4, 2025
Zelenskyy the puppet clown ?, disrespectfully has crossed the line of decency\n by being loud, interrupting, and with very rude high hand gestures \ntowards the president of United States of America☹️\nWhat a junkie clown?, He's …
Zelenskyy the puppet clown ?, disrespectfully has crossed the line of decency\n by being loud, interrupting, and with very rude high hand gestures \ntowards the president of United States of America☹️\nWhat a junkie clown?, He's going to learn it the hard way very soon ☹️\nA comedian puppet clown ? who still thinks that he is a real leader ???\nWait for it junkie \nCheers ????
Harsh moral condemnation of Zelenskyy's behavior as indecent and disrespectful, with implied threats about consequences.
@PlanB-3751
Mar 4, 2025
Trudeau is a person Trump should look up to. This is how leaders should be leading!!
Trudeau is a person Trump should look up to. This is how leaders should be leading!!
Praises Trudeau's leadership as exemplary, appealing to standards of what constitutes good governance.
@Zaderzare
Mar 4, 2025
Hey Trudeau Ferme la sur Putin ! Go ahead full force on the Mango Mussolini GRUMP tough ??I'm going to vomit my ancestors who died in USA wars ?!!@! I hate Trump get him out …
Hey Trudeau Ferme la sur Putin ! Go ahead full force on the Mango Mussolini GRUMP tough ??I'm going to vomit my ancestors who died in USA wars ?!!@! I hate Trump get him out . He will Decapitate USA!!
Expresses strong moral opposition to Trump using inflammatory language and historical references to war casualties, with implicit call for action against him.
@sarahsokal
Mar 4, 2025
Imagine having a government that looks out for the people.
Imagine having a government that looks out for the people.
Appeals to ethical principle that government should prioritize citizen welfare.
Moral Argument
0.75
@lifeonthefarm6001
Mar 4, 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)