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
Oh my God he's an idiot.
Oh my God he's an idiot.
Brief character attack calling Trump an idiot, expressing moral disapproval of his intelligence or competence.
Moral Argument
0.70
@jeffstone7037
Mar 4, 2025
One mistake in this speech, Trump is not smart, he is a idiot clown
One mistake in this speech, Trump is not smart, he is a idiot clown
Criticizes Trump's intelligence through insulting language, functioning as a moral judgment on his competence.
@Leo-p1m3z
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
The person on the bike was racist.
The person on the bike was racist.
Makes a moral judgment about someone's character (racism) without elaboration or context.
Moral Argument
0.70
AnushaSelvam-i2n
Jan 29, 2026
Ma nish ma \nClass warfare \n?
Ma nish ma \nClass warfare \n?
Frames political conflict as a moral issue of class warfare, comparing ideological positions across contexts.
@PatrickBeowolf-jt4nq
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
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
Drumpff is antithetical to progress. He is a cancer on our world. I just wish the Democrats would actually start fighting this BS with all means at their disposal. For all the MAGA out there …
Drumpff is antithetical to progress. He is a cancer on our world. I just wish the Democrats would actually start fighting this BS with all means at their disposal. For all the MAGA out there I hope you enjoy what you wrought. It’s not liberal tears, it’s nationwide suffering. WE PAY FOR TARIFFS!!!!! Look up how well Smoot-Halley affected the country. Ttump (sic) has been self-dealing since I heard of him in the 70’s. He played on your fears & you bought his lie. To quote P.T. Barnum, “A sucker is borne every minute.” One of the primary things I impart to my kids is to not trust a salesman!!!!
Extended critique framing Trump as harmful to society with appeals to ethics and warnings about economic consequences.
@jonathanwade5744
Mar 4, 2025
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
THE DOWNFALL OF US is PRIDE
THE DOWNFALL OF US is PRIDE
Makes a moral/ethical claim that pride is the cause of national decline, appealing to values-based reasoning.
Moral Argument
0.70
@eutttt4771
Mar 4, 2025
Trump will self destruct just a matter of time
Trump will self destruct just a matter of time
Prediction that Trump will fail or collapse, implying moral judgment about his fitness and character.
Moral Argument
0.70
@NeverQuit87
Mar 4, 2025
Trump doesn't understand a speech like this!! He is basic!
Trump doesn't understand a speech like this!! He is basic!
Character critique suggesting Trump lacks intellectual capacity to understand sophisticated political speech.
Moral Argument
0.70
@fredsoncsilva
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
at the end of the day people get fucked economically and psysically by the governments.
at the end of the day people get fucked economically and psysically by the governments.
Appeals to fairness and justice, arguing that ordinary people suffer economically and physically due to government actions.
@ggggggg4327
Mar 4, 2025
Allies doesn't mean that Canada will exploit USA through unfair trading practices ?????????❤️❤️❤️❤️????
Allies doesn't mean that Canada will exploit USA through unfair trading practices ?????????❤️❤️❤️❤️????
Questions whether allies should engage in unfair trading practices, appealing to fairness principles.
Moral Argument
0.70
@anitamondal7620
Mar 5, 2025
Dictator ??????
Dictator ??????
A provocative accusation labeling a political figure as a dictator, combining moral condemnation with political critique.
@kenneth4934
Mar 4, 2025
1. So bad evil immigration law.
1. So bad evil immigration law.
Characterizes immigration law as morally wrong using evaluative language ('bad evil').
Moral Argument
0.70
BruceAndrews-h8d
Jan 6, 2026
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
“For they sow the wind, and they shall reap the whirlwind.” Hosea 8:7 .
“For they sow the wind, and they shall reap the whirlwind.” Hosea 8:7 .
Biblical quote implying moral consequences ('reap what you sow'), suggesting ethical judgment about policy outcomes.
Moral Argument
0.70
@heiferTV
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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