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
The ? ? is like a toddler. A very overweight and spoiled toddler. The more you give him, the more he wants.
The ? ? is like a toddler. A very overweight and spoiled toddler. The more you give him, the more he wants.
Criticizes Trump's character and behavior using moral language (spoiled, greedy), though expressed through insult rather than reasoned argument.
Moral Argument
0.70
@ericcharbonneau7842
Mar 4, 2025
I'm starting to like trudeau now, he's doing a good job
I'm starting to like trudeau now, he's doing a good job
Personal opinion endorsing Trudeau's performance, framed as positive judgment of leadership quality.
Moral Argument
0.70
@Ejoel07
Mar 4, 2025
Trump damages the world and make more enemies
Trump damages the world and make more enemies
Expresses concern about Trump's global impact and enemy-making, framed as moral criticism.
@MadenSoeun2024
Mar 4, 2025
I dont follow canadian politics. (Us politics either)... I hate trump. His administration maga. Hes a racist and a bigot and ignorant and dumb as a stick. \n\nNot sure why Justin Trudeau is so disliked. …
I dont follow canadian politics. (Us politics either)... I hate trump. His administration maga. Hes a racist and a bigot and ignorant and dumb as a stick. \n\nNot sure why Justin Trudeau is so disliked. \n\nHe serms reasonable to me. Id stand behind Trudeau before i stood with trump. \n\nFDJT
Makes ethical judgments about Trump's character and expresses support for Trudeau based on reasonableness and moral grounds.
@Only-me-baby-fe2ji
Mar 4, 2025
Americans Canadians love each other don't let the demons make you dizzy...Jesus Christ is exposing liars ridiculers revilers greedy narcist for Gods day of judgement....Revelation 21 : 8 Liars murderers greedy persons fornicators extortioners are …
Americans Canadians love each other don't let the demons make you dizzy...Jesus Christ is exposing liars ridiculers revilers greedy narcist for Gods day of judgement....Revelation 21 : 8 Liars murderers greedy persons fornicators extortioners are being exposed for divine judgement....
Religious moral appeal for unity and divine judgment against dishonesty and greed.
Moral Argument
0.70
@danielraymadden
Mar 4, 2025
Fuck US. Aligned with Russia. wtf happened to that nation.
Fuck US. Aligned with Russia. wtf happened to that nation.
Expresses moral disapproval of US alignment with Russia, comparing the nation's current state to an implied better past.
@ThisandThat___
Mar 4, 2025
Now, thats a leader ?
Now, thats a leader ?
The comment questions whether the prime minister qualifies as a leader, making an implicit moral or competency judgment about leadership qualities.
Moral Argument
0.70
@luiscarvalho396
Mar 4, 2025
He’s spot on. The American government just fisted its own people. What a shithole. ??Trump.
He’s spot on. The American government just fisted its own people. What a shithole. ??Trump.
Condemns American government policy as self-destructive and morally wrong, using strong language to express disapproval.
@MichaelJohnson-composer
Mar 4, 2025
Watch your words hes avoiding a war
Watch your words hes avoiding a war
Appeals to restraint and peace-keeping as a moral principle, suggesting caution in language to avoid conflict.
Moral Argument
0.70
@stephenmosher7242
Mar 4, 2025
This is just sickening no words ?
This is just sickening no words ?
Expresses moral disapproval ('sickening') of something in the video, though the specific target is unclear.
Moral Argument
0.70
@patriciasmith9157
Mar 4, 2025
La gente tiene derecho de buscar mejor beneficios. Tienen que aguantar vara esos blancos
La gente tiene derecho de buscar mejor beneficios. Tienen que aguantar vara esos blancos
Defends immigrants' right to seek better opportunities and critiques discrimination, appealing to fairness principles.
juanmolina2839
Feb 22, 2026
Je ne pense pas que c'est une bonne chose.
Je ne pense pas que c'est une bonne chose.
French statement expressing a moral judgment ('I don't think this is a good thing') about immigration without elaboration.
Moral Argument
0.70
agnetakubik6654
Feb 23, 2026
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
What a creepy man
What a creepy man
Brief character judgment describing Trump as 'creepy,' a moral/ethical assessment without elaboration.
Moral Argument
0.70
@anthonydunne295
Mar 4, 2025
A person who can communicate clearly has a clear mind.
A person who can communicate clearly has a clear mind.
Makes a general ethical/philosophical claim about communication and mental clarity as a virtue.
Moral Argument
0.70
@jlcdrivewayramps7343
Mar 4, 2025
It is treasonous
It is treasonous
Single-word moral condemnation of Trudeau's actions as treasonous, invoking ethical/legal principles.
Moral Argument
0.70
@IdoKnowIdk
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
Donald Trump, the Manchurian candidate, truth always being more amazing than fiction. Is an elected President then the USA people deserves whatever happens for voting based on sympathy better than intelligence. Well done,
Donald Trump, the Manchurian candidate, truth always being more amazing than fiction. Is an elected President then the USA people deserves whatever happens for voting based on sympathy better than intelligence. Well done,
Comment makes moral judgments about Trump and American voters' intelligence and decision-making, framed as ethical critique.
@agueybana111
Mar 4, 2025
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
Donald can live on his fancy gold toilet and he shits out the every day taxpayers that are trying support their families
Donald can live on his fancy gold toilet and he shits out the every day taxpayers that are trying support their families
Critiques Trump's wealth and perceived indifference to working-class Americans on ethical grounds.
Moral Argument
0.70
@gretaherron9471
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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