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
Africans, hates the illiterate white Canadian too! His ignorance statements are very shameful.
Africans, hates the illiterate white Canadian too! His ignorance statements are very shameful.
Criticizes the speaker's ignorant statements about Africans as shameful, appealing to ethical standards of discourse.
stedoffor4897
Mar 2, 2026
What an outstanding leader Justin Trudeau is….and has been on the world stage and at home for many years. I hope he does not step down from politics or not seek re election as Leader …
What an outstanding leader Justin Trudeau is….and has been on the world stage and at home for many years. I hope he does not step down from politics or not seek re election as Leader and withdraws his resignation letter. This action s exactly what Trump needs to hear and bring him down to earth but then Trump is a puppet for Maga and Putin. Trump had no real brain it is others leading him along and he is too stupid to see that the King is not wearing clothes. Trudeau has spelt it out with clarity.
Praises Trudeau's moral leadership and ethical stance against Trump, framing it as a matter of principle and clarity.
@marilynevans9210
Mar 4, 2025
India and Indians are a universe onto themselves. You really cannot stereotype or assume anything.
India and Indians are a universe onto themselves. You really cannot stereotype or assume anything.
Argues against stereotyping and generalizations about Indians, appealing to fairness and nuance.
Moral Argument
0.75
MMX-fh5tn
Feb 7, 2026
A América do Norte considera grande parte do mundo como inimigos, quando os demais países querem apenas sobreviver e prosperar assim como eles. Enquanto não entenderem isto e se comportarem como uma gangue estarão sempre …
A América do Norte considera grande parte do mundo como inimigos, quando os demais países querem apenas sobreviver e prosperar assim como eles. Enquanto não entenderem isto e se comportarem como uma gangue estarão sempre gastando dinheiro e energia pra combater seus próprios fantasmas.
Critique of North American foreign policy from ethical perspective, comparing approaches to international relations.
@msmello56
Mar 4, 2025
This usa pm Mr trunmp fucked up all the world's. Him and his business partner Alan mask need a mental dr asp ?
This usa pm Mr trunmp fucked up all the world's. Him and his business partner Alan mask need a mental dr asp ?
Expresses ethical disapproval of Trump and associates, suggesting they need mental health intervention.
@SatnamSingh-pn1rt
Mar 4, 2025
They built thousands of churches in India and converted millions of Hindus and still we did not have any problem. But we built a single statue of Shiva which did not convert anyone , still …
They built thousands of churches in India and converted millions of Hindus and still we did not have any problem.
But we built a single statue of Shiva which did not convert anyone , still problem for them.
Appeals to fairness and double standards, arguing that religious conversion by churches was tolerated but a Hindu statue is not, framing this as unjust treatment.
sssssssssssshp
Feb 5, 2026
Shameful day for all Americans
Shameful day for all Americans
Expresses moral disapproval of an event without elaborating specifics, appealing to shared ethical judgment.
Moral Argument
0.75
@rasgonca84
Mar 4, 2025
So basically they are saying that indians are good people but still they don't want them there
So basically they are saying that indians are good people but still they don't want them there
Points out a perceived contradiction between acknowledging immigrant virtue and rejecting their presence, raising fairness concerns.
Namo-Buddha67
Feb 8, 2026
I had always thought Americans prided themselves on being rugged individualists. I see many of you here would blame Canada, shirking responsibility for your shitty little life. \nIf you’ve been handed a raw deal it’s …
I had always thought Americans prided themselves on being rugged individualists. I see many of you here would blame Canada, shirking responsibility for your shitty little life. \nIf you’ve been handed a raw deal it’s your fault. Not Canadas. Grow a pair of nuts \nFO ??\n????
Makes a moral argument about personal responsibility and self-reliance, contrasting American individualism with blaming Canada for personal failures.
@stevestackpole6817
Mar 4, 2025
Taylor es un racista
Taylor es un racista
Direct accusation of racism against a named individual, making a moral/ethical judgment about character.
Moral Argument
0.75
Fabio-y9c
Mar 1, 2026
They have turned Canada into a pile of moral garbage.
They have turned Canada into a pile of moral garbage.
Moral condemnation of immigration's effect on Canada framed as ethical degradation.
EnchanterPK
Feb 8, 2026
It is impossible for trump to do ANYTHING WITH anyone. He is incapable of relationship
It is impossible for trump to do ANYTHING WITH anyone. He is incapable of relationship
Makes a character-based moral judgment about Trump's inability to maintain relationships or work with others.
Moral Argument
0.75
@Kekuahiwi
Mar 4, 2025
Trump is a global disaster
Trump is a global disaster
Broad value judgment characterizing Trump as a global threat, combining ethical critique with alarmism.
@pongokamerat8601
Mar 4, 2025
This is evil’s world and Donald Trump and his slaves are the Best examples of them!
This is evil’s world and Donald Trump and his slaves are the Best examples of them!
Uses moral language ('evil') to condemn Trump and associates, framing them as exemplars of wrongdoing without specific policy critique.
@caglarakturk6551
Mar 4, 2025
Twice in a week Trump is humiliated by a world leader, Trump thinking he can be a president of a country like the ceo of a corporation. He blackmails people offering them scraps from the …
Twice in a week Trump is humiliated by a world leader, Trump thinking he can be a president of a country like the ceo of a corporation. He blackmails people offering them scraps from the table of his last meal as if they should be thankful. How on gods earth did America vote this clown as it's leader. Putin has spent 3 years trying to get into Kiev and in a few weeks has managed to get into the Oval office of the Whitehouse. I sit here in the UK watching what is going on in America like many around the world cringing and at the same time laughing at how such a scumbag could achieve what he has done. Trump and his arse licking lapdog are making a laughing stock of the US and you seem helpless to stop the shitshow that is coming your way. I feel for you and hope his stupidity will lead to a very quick exit for the now most famous clown in the world.
UK perspective criticizing Trump's character and leadership ethics while comparing international perceptions of US credibility.
@FPL-LARD
Mar 4, 2025
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the …
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the problem for these white people
Appeals to historical injustice and hypocrisy, arguing Western criticism of immigration is morally inconsistent.
su_jit
Feb 9, 2026
2:47 Read Scruton. The feeling of home is one of the most important aspects of humanity. The fact that they bring inferior cultures doesn't matter as much. The resulting decrease of social cohesion and the …
2:47 Read Scruton. The feeling of home is one of the most important aspects of humanity.
The fact that they bring inferior cultures doesn't matter as much. The resulting decrease of social cohesion and the decreasing sense of belonging is what does it.
If we don't change course soon, we're done. Rome is falling.
Appeals to philosophical concepts of belonging and social cohesion while making value judgments about cultural superiority and civilizational decline.
jondebeer6863
Feb 10, 2026
Facts aren’t racist!!
Facts aren’t racist!!
Asserts that factual claims about immigration are not inherently racist, defending the right to discuss data without moral condemnation.
Moral Argument
0.75
KenBoulter
Feb 27, 2026
It's never about WOKE. \nIt's never about Ukraine. \nIt's never about Antisemitism. \nIt's never about boarder protection. \nIt's only EVER about a tiny FRACTION of people with ALL the power knows as: \nBillionaires. \nThis is …
It's never about WOKE.
\nIt's never about Ukraine.
\nIt's never about Antisemitism.
\nIt's never about boarder protection.
\nIt's only EVER about a tiny FRACTION of people with ALL the power knows as:
\nBillionaires.
\nThis is ALWAYS the why.
Presents a moral/systemic critique attributing immigration issues to billionaire power while making unverified claims about hidden motivations.
@alazarealazare
Mar 4, 2025
Trump is SCUM
Trump is SCUM
Direct moral condemnation of a political figure using strong language to express ethical disapproval.
Moral Argument
0.75
@Jimmy-z8j3u
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)