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
This Question goes towards trump Who Took Care Of Our U.S Citizens When No One Can Fly On 9/11 Canada Who Helped With Our Fires Canada. Trump you call yourself a Man Of God does …
This Question goes towards trump Who Took Care Of Our U.S Citizens When No One Can Fly On 9/11 Canada Who Helped With Our Fires Canada. Trump you call yourself a Man Of God does the bible say Love Your Neighbor
Appeals to moral/religious principles (biblical duty to love neighbors) and contrasts Trump's actions with Canada's past helpfulness.
@RocketRaccoonXV
Mar 4, 2025
*What about White Invasion of America and Canada?* *Erasing natives of the land and calling themselves as Natives of America and Canada.*
*What about White Invasion of America and Canada?*
*Erasing natives of the land and calling themselves as Natives of America and Canada.*
Appeals to historical injustice and hypocrisy regarding European settlement and indigenous displacement in North America.
Just_Commented7
Feb 10, 2026
Every country is stolen they can stay where they want
Every country is stolen they can stay where they want
Appeals to ethical principle that all countries have colonial histories, therefore immigrants have equal right to settle anywhere.
Moral Argument
0.85
Breet-f5m
Jan 27, 2026
Canada is supporting genocide in Palestine \nYou are no different Trudeau
Canada is supporting genocide in Palestine \nYou are no different Trudeau
Accuses Canada of supporting genocide (moral/ethical claim) and frames it as a national identity issue, though the comment is off-topic to Canadian immigration.
@Nadir-b9c
Mar 4, 2025
So shameful of this current US administration!
So shameful of this current US administration!
Expresses moral disapproval of the US administration's actions using language of shame and judgment.
Moral Argument
0.85
@Mariaace-Lim
Mar 4, 2025
An eloquent statement,trump should learn from Trudeau!
An eloquent statement,trump should learn from Trudeau!
Praise for Trudeau's eloquence as a model for Trump, implying ethical leadership standards.
Moral Argument
0.85
@adadebski4706
Mar 4, 2025
#Impeachtrump he’s trying to DESTROY the US. I am a seven year Air Force veteran and I didn’t put my life on the line to watch a bunch of assholes turn this country into a …
#Impeachtrump he’s trying to DESTROY the US. I am a seven year Air Force veteran and I didn’t put my life on the line to watch a bunch of assholes turn this country into a dictatorship with a bunch of idiot minions bowing a knee to him and licking his boots.\nCanada, Im sorry
Veteran shares lived experience while making ethical appeals against authoritarianism and implicitly calling for action (impeachment).
@ThatKiltedGuyDIY
Mar 4, 2025
Racist ass video. Majority of the people in this comment section seem to be dumb enough to believe everything this guy says. lol
Racist ass video. Majority of the people in this comment section seem to be dumb enough to believe everything this guy says. lol
Condemns the video as racist and criticizes viewers for believing its content, making ethical judgments.
kaelencorvan
Jan 27, 2026
Genuinely who gives a fuck like why do you care how many white people are working at a tim Horton lmao closeted racist. Stop just interviewing the most smallest brain whites you find to regurgitate …
Genuinely who gives a fuck like why do you care how many white people are working at a tim Horton lmao closeted racist. Stop just interviewing the most smallest brain whites you find to regurgitate your shitty rhetoric
Commenter accuses the video creator of racism and argues that focusing on racial demographics is ethically wrong, framed as a moral critique.
luarmedieval1676
Jan 27, 2026
Trump will never in his lifetime know class, morality, and humility simply because he represents none of those things. He quite literally doesn’t know what those things are! America has a huge problem hence the …
Trump will never in his lifetime know class, morality, and humility simply because he represents none of those things. He quite literally doesn’t know what those things are! America has a huge problem hence the reason for electing someone like him, and it’s a terrible shame that their problems become the world’s problems due to their global stature. Sigh.
Attacks Trump's character and moral qualities while lamenting America's problems affecting the world, grounded in ethical judgment rather than policy analysis.
@ingrid3578
Mar 4, 2025
Trudeau Talks from his heart and that is what does a good president. Very different to those ones that talk from their ego!!
Trudeau Talks from his heart and that is what does a good president. Very different to those ones that talk from their ego!!
Appeals to ethical leadership qualities (speaking from the heart vs. ego) as a basis for supporting the Prime Minister.
Moral Argument
0.85
@capernight1132
Mar 4, 2025
You know Trump is beyond horrible when Trudeau is the preferred leader. Geezus, how low can the bar go. Trudeau, Trump is not smart - quit saying that. I realize you do it solely to …
You know Trump is beyond horrible when Trudeau is the preferred leader. Geezus, how low can the bar go. Trudeau, Trump is not smart - quit saying that. I realize you do it solely to appease him and to appeal to his fragile ego but quit it. Trump is many things - a racist, a rapist, a pedophile, a conman, a grifter, a criminal - he is not smart. Just check his records from Wharton - oh right you can't. He has threatened to sue if they ever released them. He has redused to take an IQ test which every other President has done. He knows he's not smart.
Extended critique of Trump's character and intelligence using moral language (racist, rapist, criminal, conman) with appeals to factual evidence.
@DanaDube-q4e
Mar 4, 2025
This breaks my heart. I hate Trump
This breaks my heart. I hate Trump
Emotional expression of disapproval based on moral/ethical grounds regarding Trump.
Moral Argument
0.85
@carmengeorgeweddings3906
Mar 4, 2025
See how a leader who has an education and a vocabulary talks when he is angry? Not like a foul mouthed toddler .
See how a leader who has an education and a vocabulary talks when he is angry? Not like a foul mouthed toddler .
Commenter contrasts Trudeau's educated, respectful demeanor with Trump's crude behavior, making an ethical judgment about leadership.
@CC-pi8ii
Mar 4, 2025
Donald Trump is an embarrassment to America.
Donald Trump is an embarrassment to America.
Makes a value judgment about Trump's character as an embarrassment, appealing to standards of dignity and propriety.
Moral Argument
0.85
@rocketdude2969
Mar 4, 2025
Canada, don't back down against a bully! We know very well in Ukraine that surrender means death.
Canada, don't back down against a bully! We know very well in Ukraine that surrender means death.
Appeal to ethical principle (resistance to bullying) supported by comparative reference to Ukraine's experience.
@GabellaIvanivna
Mar 4, 2025
And Indians have the highest average salary out of every ethnicity in your "greatest country on Earth"?, stop spreading hate and racism on the internet homie, you keep stooping lower with every upload, holy clout …
And Indians have the highest average salary out of every ethnicity in your "greatest country on Earth"?, stop spreading hate and racism on the internet homie, you keep stooping lower with every upload, holy clout chasing cornball.
Defends immigrants against racism accusations by citing economic contributions and appealing to fairness, while criticizing the original speaker for spreading hate.
KrxshGotBars
Jan 29, 2026
I am completely outraged. I am disgusted beyond comprehension with the gutless Republican party for not standing up to trump. Canada has traditionally been our steadfast Ally and closest Trading partner. Trump is a walking, …
I am completely outraged. I am disgusted beyond comprehension with the gutless Republican party for not standing up to trump. Canada has traditionally been our steadfast Ally and closest Trading partner. Trump is a walking, talking, dumpster fire, and must be removed from office as soon as humanly possible. How this profoundly disturbed, mentally ill excuse for a human being ever got elected to the highest office in the land is utterly beyond me. This is where MAGA ignorance, gullibility, and abysmal stupidity has gotten us. The rest of us here in the United States are just horrified by the destructive chaos Trump is unleashing on this country and the rest of the world. Our profound apologies to Canada
Expresses moral outrage at political leadership and extends solidarity/apology to Canada as a valued ally.
@stevelasser3818
Mar 4, 2025
Trump is mentally ill
Trump is mentally ill
Makes a character judgment about Trump's mental fitness, appealing to standards of competence and rationality.
Moral Argument
0.85
@treyknowsbest
Mar 4, 2025
Trump is a *traitor* and a Russian symp!
Trump is a *traitor* and a Russian symp!
Makes ethical judgment about political leadership using strong moral language ('traitor').
Moral Argument
0.85
@_DREBBEL_
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)