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
Search & Filter
Moral Argument
2,863 comments
Trump is an idiot.
Trump is an idiot.
The commenter makes a negative character judgment about a political figure, which is a moral/ethical assessment rather than policy critique.
Moral Argument
0.65
@bleachersking
Mar 4, 2025
You are just a fckn white supremacist
You are just a fckn white supremacist
Ad hominem attack labeling the commenter as a white supremacist, attempting to delegitimize their position on moral grounds.
Moral Argument
0.65
X1nleen
Jan 27, 2026
He is completely crazy ?
He is completely crazy ?
Brief dismissive statement questioning Trump's sanity, framed as a moral/character judgment.
Moral Argument
0.65
@SochilenLinny-d4z
Mar 4, 2025
Trump has no brain.
Trump has no brain.
Brief personal insult framed as moral judgment rather than policy critique or substantive argument.
Moral Argument
0.65
@arturreshetov2513
Mar 4, 2025
Serves them right ?
Serves them right ?
Brief statement suggesting Canada deserves the consequences of its policies, implying a moral judgment about fairness or desert.
Moral Argument
0.65
@sandybeach3576
Mar 4, 2025
Trump is Dumb
Trump is Dumb
Brief value judgment characterizing Trump as unintelligent, a moral/personal assessment.
Moral Argument
0.65
@Mr-1989-v7b
Mar 4, 2025
Maximilian law fit factless criminal cry baby man clown trump like a glove. Voodoo poodo maga right wing exteme terrorism group now.
Maximilian law fit factless criminal cry baby man clown trump like a glove. Voodoo poodo maga right wing exteme terrorism group now.
Attacks Trump's character using moral language ('criminal,' 'terrorism') though the comment is largely incoherent.
@guppygrease9767
Mar 4, 2025
I’m sorry Canada
I’m sorry Canada
Expresses regret or apology on behalf of Canada, suggesting moral concern about national conduct.
Moral Argument
0.65
@dawndwyer8716
Mar 4, 2025
God going to be with Canada
God going to be with Canada
Brief invocation of religious/spiritual support framed as moral encouragement for Canada.
Moral Argument
0.65
@germaniapena5774
Mar 4, 2025
I believe the hand of the Lord is now moving against every nations, organization and individuals who stood against Israel.
I believe the hand of the Lord is now moving against every nations, organization and individuals who stood against Israel.
Religious moral framing invoking divine judgment against those who opposed Israel, appealing to religious ethics and justice.
Moral Argument
0.65
@gadamawa1006
Mar 5, 2025
Never trust an alliance with the powerful.
Never trust an alliance with the powerful.
Abstract moral principle about trust and power dynamics, though vague and potentially applicable to multiple contexts.
Moral Argument
0.65
@zalfir
Mar 4, 2025
Well said to a Bully PM?
Well said to a Bully PM?
Brief moral judgment about a political leader's behavior, though context is unclear.
Moral Argument
0.65
@ShiranPerera-r1u
Mar 4, 2025
Gotta go through hell before you get to heaven. ?? ?? ??
Gotta go through hell before you get to heaven. ?? ?? ??
Uses metaphorical language suggesting hardship is necessary for positive outcomes, appealing to perseverance and moral resilience.
Moral Argument
0.65
@thatsweetmetaldude
Mar 4, 2025
Justin Trudeau please give respect USA .
Justin Trudeau please give respect USA .
Appeals to respect and dignity in international relations, framing it as a moral imperative for Canadian leadership.
@kabitaw7639
Mar 4, 2025
To all AMERICANS, ‘you REAP what YOU SOW’
To all AMERICANS, ‘you REAP what YOU SOW’
Moral judgment suggesting Americans are experiencing consequences of their own choices, using a proverb-like statement.
Moral Argument
0.65
@charanjitsidhu4733
Mar 4, 2025
Elon Trump are stinking like put in
Elon Trump are stinking like put in
Expresses disapproval of Elon and Trump through comparison to Putin, implying moral corruption.
Moral Argument
0.65
@ratas-p7e
Mar 4, 2025
Trump is so stupid...
Trump is so stupid...
Brief personal judgment of Trump's intelligence, functioning as a value statement rather than substantive policy critique.
Moral Argument
0.65
@GamingMusicTechAndLife
Mar 4, 2025
this is horrible
this is horrible
Brief moral condemnation without elaboration, expressing disapproval on ethical grounds.
Moral Argument
0.65
josephchoi417
Feb 7, 2026
I hope that ? donald will really realizes how small and dumb this is!!!!!!
I hope that ? donald will really realizes how small and dumb this is!!!!!!
Appeals to Trump's judgment to recognize the wrongness or foolishness of the situation, framed as a moral/rational appeal.
Moral Argument
0.65
@robertkoziel9043
Mar 4, 2025
This is a attack on American people not just them sad
This is a attack on American people not just them sad
Frames tariffs as an attack on ordinary Americans rather than just government, appealing to fairness and harm to civilians.
Moral Argument
0.65
@AtmosphericaBlessing
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)