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
Trump belittles Zelensky our ally calling him a dictator, saying he started the war three years ago. He belittles our ally Trudeau by calling him governor. This is wrong. I'm sorry Canada. This is no …
Trump belittles Zelensky our ally calling him a dictator, saying he started the war three years ago. He belittles our ally Trudeau by calling him governor. This is wrong. I'm sorry Canada. This is no way to treat an ally.
Condemns Trump's treatment of allies as ethically wrong, framed as a moral failing rather than policy disagreement.
@judyjackson2260
Mar 4, 2025
I love how when he addresses Trump directly he dumbs it down and speaks like hes talking to a 3 year old…well done. I am an American but I am HUMAN first. Something the rest …
I love how when he addresses Trump directly he dumbs it down and speaks like hes talking to a 3 year old…well done. I am an American but I am HUMAN first. Something the rest of my countrymen should take a moment and try remember.
Commenter appeals to shared humanity as a moral principle transcending national identity, criticizing fellow Americans for losing sight of this ethical foundation.
@coraburch860
Mar 4, 2025
Our people are living in the streets. This is wrong
Our people are living in the streets. This is wrong
Appeals to fairness and justice by highlighting domestic homelessness as a moral concern against immigration.
flagship21
Nov 20, 2025
As an American I'm 60 yrs old. And I totally agree With Canada's Prime Minister Trudeau 1000%. I never wanted Trump. And let's make this clear by all means. To those that voted for his …
As an American I'm 60 yrs old. And I totally agree With Canada's Prime Minister Trudeau 1000%. I never wanted Trump. And let's make this clear by all means. To those that voted for his dumb ass I hope u you got what you wanted. HE DOES NOT GIVE A CRAP BOUT AMERICA ONLY PUTIN WHO WITH TRUMP BEING THE ULTIMATE ASS KISSER TO HIM TO DESTROY OUR DEMOCRACY AND THE PEOPLE WITHIN IT. GOD HELP US ALL. IT'S NOT GOING TO BE PRETTY. TRUMP IS THE DEVIL HIMSELF.
First-person account from an American expressing strong moral opposition to Trump and support for Trudeau's values.
@anthonymessina9672
Mar 4, 2025
Stop the conspicuous hypocrisy. You cannot be against Russia and side with Israel at the same time. If you cared about a nation's sovereignty and their people, you should be condemning Israel for unlawfully occupying …
Stop the conspicuous hypocrisy. You cannot be against Russia and side with Israel at the same time. If you cared about a nation's sovereignty and their people, you should be condemning Israel for unlawfully occupying Palestine and carrying out mass genocide of Palestinians.\n\nThat day will come when Palestine will be liberated and the scandalous Israel bent on its knees.
Accuses hypocrisy in foreign policy by comparing treatment of Russia versus Israel/Palestine, appealing to consistent application of sovereignty principles.
@bakhtiarrasheed9952
Mar 4, 2025
How can they even say they are the Government! A Gov system is supposed to be in place in order to protect its citizens. Their negligence is criminal!
How can they even say they are the Government! A Gov system is supposed to be in place in order to protect its citizens. Their negligence is criminal!
Appeals to government's fundamental duty to protect citizens, framing immigration policy as a moral failure.
doylejodi7502
Nov 22, 2025
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Commenter is calling out alleged racist and harmful statements, appealing to ethical standards while questioning the credibility of claims made.
auroregakima6720
Feb 26, 2026
The guy with the bicycle is spewing flat-out racist garbage with zero scientific basis. Sub-Saharan Africa has produced Nobel laureates, and world-class professionals in diverse disciplines including surgeons, mathematicians, and engineers. His misinformed and slanderous …
The guy with the bicycle is spewing flat-out racist garbage with zero scientific basis. Sub-Saharan Africa has produced Nobel laureates, and world-class professionals in diverse disciplines including surgeons, mathematicians, and engineers. His misinformed and slanderous claims originate from long-debunked colonial-era pseudoscience designed to justify oppression and not discover truth. The global scientific consensus is clear: no meaningful cognitive difference exists between human populations. Anyone stating otherwise is either ignorant or deliberately spreading dehumanizing propaganda, and deserves to be called out for exactly what they are.
Defends human dignity and scientific consensus against racist claims, framing the critique as a moral imperative to call out dehumanizing propaganda.
ErastusNembo
Feb 26, 2026
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Appeals to historical fairness by pointing out European ancestry of current Canadians, framing immigration criticism as hypocritical.
rickylovly
Feb 23, 2026
Guy on the bike is just racist, Eritrean’s are literally the nicest people. His stats on “iq” don’t make sense either. Mass immigration does not have to be approached in a racist manor.
Guy on the bike is just racist, Eritrean’s are literally the nicest people. His stats on “iq” don’t make sense either. Mass immigration does not have to be approached in a racist manor.
Defends Eritreans as 'nicest people' on ethical grounds while dismissing racist claims and false statistics as morally wrong.
samandrews20
Jan 29, 2026
Well at least Trudeau is not laughing so much today. One is no better than the other. This is about world Peace and they both cannot even talk without making a joke or insulting each …
Well at least Trudeau is not laughing so much today. One is no better than the other. This is about world Peace and they both cannot even talk without making a joke or insulting each other like two bullies in a playground.
Appeals to ethical principles about world peace and dignified leadership conduct while criticizing both leaders' behavior.
@josephpoirier2011
Mar 4, 2025
Disgraceful. We love Canada.. it's not America it's one person and his enablers
Disgraceful. We love Canada.. it's not America it's one person and his enablers
Expresses moral disapproval ('Disgraceful') of leadership while asserting Canadian identity and values ('We love Canada').
@anthonybernabei2000
Mar 4, 2025
I truly love how GOD has made it so each country needs each other. It is sad how Trump cannot understand that.
I truly love how GOD has made it so each country needs each other. It is sad how Trump cannot understand that.
Appeals to a moral/religious principle about interdependence between nations and criticizes Trump for failing to understand this ethical framework.
Moral Argument
0.85
@barbarawright343
Mar 4, 2025
Trudeau speaking as a real person. Not a politician. Huge respect!
Trudeau speaking as a real person. Not a politician. Huge respect!
Expresses respect for Trudeau's authenticity and integrity as a moral virtue.
Moral Argument
0.85
@starmobile5588
Mar 4, 2025
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking …
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking WHITE CANADIAN, isn’t ? or Colonel Russel Williams , the Canadian airforce base commander who raped and murdered women while cross dressing at night and flying the prime minister ….another WHITE GOOD CANADIAN . what about the worst of worst serial pedophiles like the famous EPSTEIN …THAT’S A STEIN , who basically made a living raping , abusing and exploiting underage innocent white women . You see I can go on and on, but the worst of the worst when it comes to rape and sexual violence are the good old white Canadians, Americans ……
Uses examples of white Canadian criminals to argue that sexual violence is not uniquely an immigrant problem, making a moral/fairness argument while invoking identity categories.
nazimL1011
Jan 28, 2026
With friends like Trump who needs enemies?
With friends like Trump who needs enemies?
Uses a rhetorical question to express moral disapproval of Trump as an unreliable ally, appealing to principles of trustworthiness.
@RaymondvanReek
Mar 4, 2025
From 5:12 is straight out racism! This kKK retard exposing his delulu views on Africans and Africa yet you give him audience
From 5:12 is straight out racism! This kKK retard exposing his delulu views on Africans and Africa yet you give him audience
Commenter accuses someone of racism and calls out what they perceive as unethical views, framed as a moral critique.
jessenopiyoadory8031
Jan 28, 2026
This is how a leader speaks
This is how a leader speaks
Praises leadership qualities and speaking style as exemplifying proper governance, appealing to values of effective leadership.
Moral Argument
0.85
@Miffy_creates
Mar 4, 2025
Thank you Canada. You are the role model of how all other countries should and hopefully will react to Trumps' irrational global tariff terror.
Thank you Canada. You are the role model of how all other countries should and hopefully will react to Trumps' irrational global tariff terror.
Praises Canada as a moral exemplar in responding to Trump's tariffs, positioning it as a model for other nations.
@rw1592
Mar 4, 2025
Trump is dumber than a block of wood.... that piece of shit has no business being the President of anything...
Trump is dumber than a block of wood.... that piece of shit has no business being the President of anything...
Expresses moral condemnation of Trump's fitness for office using strong language about his unsuitability as a leader.
Moral Argument
0.85
@VALxTarnishedGamer
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)