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 has low self-esteem and wants to troll people and our allies by linking himself with the disagreeable Putin to shock the world!
Trump has low self-esteem and wants to troll people and our allies by linking himself with the disagreeable Putin to shock the world!
Psychologically characterizes Trump's behavior as attention-seeking and reckless, with concern about damage to alliances and international relations.
@butvang
Mar 4, 2025
It's unbelievable once upon a time. Muhammad Gaddafi used to be called mad Dog, but it seems to be a very old mad. Dog is causing poisonous ideas, bitting more than he can chew , …
It's unbelievable once upon a time. Muhammad Gaddafi used to be called mad Dog, but it seems to be a very old mad. Dog is causing poisonous ideas, bitting more than he can chew , and trump politics serve his big egos for the next 4 years, and he never stood up for peace ,he's a big bully, I hope the rest of the world can work together to show trump Canada, Europe and the rest of the world can thrive without America. Well said, priminister Trudo.
Appeals to ethics and peace, criticizes Trump's character and bullying, while expressing hope for international cooperation and solidarity.
@yohannesketema6907
Mar 4, 2025
They are wrong! trump NOT smart!!!! He is the stupidest idiot there is!!!???
They are wrong! trump NOT smart!!!! He is the stupidest idiot there is!!!???
Expresses moral judgment about Trump's character and fitness for office, though primarily emotional rather than substantive.
Moral Argument
0.70
@willschultz5452
Mar 4, 2025
It's crazy how you people can put up with all this jargon every day politicians lawyers TV news like a bunch of ants fighting over bread I'm so proud of myself for getting rid of …
It's crazy how you people can put up with all this jargon every day politicians lawyers TV news like a bunch of ants fighting over bread I'm so proud of myself for getting rid of my TV in 1992 and not being part of the matrix I laughed my Sicilian balls off as a pray my rosary for all you people that just don't get it Turn your TVs off for one month hide your smart phone free yourselves like a bunch of ants running around instead of a shoebox after a piece of bread money hungry I can go on forever and ever etc. etc. love one another like Jesus loves us it's not about money Ben Franklin is not the Lord Jesus Christ of Nazareth is . Remember the poor we're suffering not like a fake Rich you should've voted Michael Jackson as president you people are all crazy it's all greed every country every president all greed every politician greed money money money money money money money money money greed
Rambling critique of media, politics, and materialism with personal narrative elements, primarily advancing ethical arguments about greed and spiritual values.
@zenfitnutrition8908
Mar 4, 2025
Major corporations, farmers, truck drivers and supply chain ppl who voted trump and celebrated. Enjoy I hope you learn what republicans think about you.
Major corporations, farmers, truck drivers and supply chain ppl who voted trump and celebrated. Enjoy I hope you learn what republicans think about you.
Appeals to ironic justice/consequences for Trump voters, suggesting they will suffer from their own political choice.
@jhova6542
Mar 4, 2025
This President is medically (mentally speaking) UNFIT for Office !!
This President is medically (mentally speaking) UNFIT for Office !!
Makes a value judgment about fitness for office based on perceived mental/medical unfitness, appealing to standards of competence and responsibility.
Moral Argument
0.70
@Engagenumberone
Mar 4, 2025
He is a good president, he is very kind, he is compassionate, he has done a lot of good for all Canadians. I would not like him to resign. I would like him to continue …
He is a good president, he is very kind, he is compassionate, he has done a lot of good for all Canadians. I would not like him to resign. I would like him to continue in the country as President of Canada.
Defends the Prime Minister using moral language (kind, compassionate, good) and appeals to values of leadership and national benefit.
@BellaNaranjo-z5f
Mar 4, 2025
the first time this man has been straight with canadians
the first time this man has been straight with canadians
Praises a leader for being honest/truthful with citizens, implying moral virtue in transparency.
Moral Argument
0.70
@xXlegitx46Xx
Mar 4, 2025
what you have done in Afghanistan, Iran, Libya, Palestine is what ? Actually, you are the biggest liar in world.
what you have done in Afghanistan, Iran, Libya, Palestine is what ? Actually, you are the biggest liar in world.
Accusation of hypocrisy and moral wrongdoing regarding foreign policy interventions, comparing speaker's actions to others.
@prashantagiri5091
Mar 4, 2025
Justin you realize this is all Trump wanted? You to get off your butt and be an ally like we need when youre the trade country that is our ally. You stepped up finally, goodjob
Justin you realize this is all Trump wanted? You to get off your butt and be an ally like we need when youre the trade country that is our ally. You stepped up finally, goodjob
Appeals to duty and alliance responsibility ('be an ally like we need'), praising Trudeau for stepping up to meet obligations.
@Brian-Sky
Mar 4, 2025
Trump is a coward. He is scared shit of Putin.
Trump is a coward. He is scared shit of Putin.
Makes a character judgment about Trump's fear and moral weakness regarding Putin.
Moral Argument
0.70
@popoymotmot
Mar 4, 2025
Got nothing to do with fentanyl it’s psychopath fascist trumps colonialism and imperialism and standing for Russia ??
Got nothing to do with fentanyl it’s psychopath fascist trumps colonialism and imperialism and standing for Russia ??
Frames Trump's policies as morally wrong (fascism, imperialism) while asserting geopolitical positions, though the connection to fentanyl/immigration is unclear.
@alexmuscle1
Mar 4, 2025
one big mistake from his speech. namely: trump is not smart. he is stupid. a narcissist who lies about everything. i realize he was being diplomatic but no one would call trump smart. trump is …
one big mistake from his speech. namely: trump is not smart. he is stupid. a narcissist who lies about everything. i realize he was being diplomatic but no one would call trump smart. trump is a moron. what else can describe a clown who goes bankrupt with a casino??
Makes character attacks on Trump (narcissist, liar, moron) as moral judgments rather than verifiable claims, with one specific claim about casino bankruptcy.
@PaulSmith-wz5kj
Mar 4, 2025
Trump would never admit he's wrong or defeat .. he's only interested in being a dictator like his best friend Putting. Long live the rest of the world minus China as well.
Trump would never admit he's wrong or defeat .. he's only interested in being a dictator like his best friend Putting. Long live the rest of the world minus China as well.
Appeals to democratic values and warns of authoritarian threat, comparing Trump to Putin and framing his ambitions as contrary to American principles.
@ewengillies9826
Mar 4, 2025
Hes right trump is licking putins crack so hard, make it make sense.
Hes right trump is licking putins crack so hard, make it make sense.
Uses crude sarcasm to critique a political leader's foreign policy alignment, combining humor with an implicit moral judgment about inappropriate allegiance.
@smokeyyoung9670
Mar 4, 2025
This is pure evil
This is pure evil
Moral condemnation using strong language, though the specific target is unclear without context.
ranfan1820
Jan 28, 2026
Its not hard to believe. What do expect from an insane felon!!!!!!!
Its not hard to believe. What do expect from an insane felon!!!!!!!
Expresses moral judgment about Trump's character (calling him insane and a felon) as grounds for criticism.
Moral Argument
0.70
@ThomasPinter-vm8pl
Mar 4, 2025
That cop was a degenerate
That cop was a degenerate
Makes a moral judgment about a police officer's character/conduct, though brief and context-dependent.
Moral Argument
0.70
AWFUDGER
Jan 27, 2026
That guy who said we have down syndrome from subsahara is wrong. Provably himself is failed in life and that brings in hurt
That guy who said we have down syndrome from subsahara is wrong. Provably himself is failed in life and that brings in hurt
Defends a group against dehumanizing claims, appealing to human dignity and rejecting discriminatory stereotypes.
newtonbusani
Jan 28, 2026
Trudeau spoke the truth — except when he said Donald Trump is a smart man.\nDonald Trump is one of the dumbest people on earth. He only benefitted from being elected by even dumber people.
Trudeau spoke the truth — except when he said Donald Trump is a smart man.\nDonald Trump is one of the dumbest people on earth. He only benefitted from being elected by even dumber people.
Critiques Trump's intelligence and his supporters' judgment, framing the argument around competence and moral evaluation of leadership.
@GazilionPT
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)