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
Trudeau is very right, it's the reality of the facts is that self.
Trudeau is very right, it's the reality of the facts is that self.
Affirms Trudeau's position as 'very right' and grounded in 'reality of facts,' suggesting an appeal to truth and correctness as moral principles.
Moral Argument
0.65
@GreptonLawrence
Mar 4, 2025
Religion makes sick
Religion makes sick
Brief value judgment about religion framed as a moral/ethical critique, though minimal elaboration.
Moral Argument
0.65
karthikckrishna
Oct 5, 2025
I hope that the Americans understand what they are doing.
I hope that the Americans understand what they are doing.
Expresses concern about the consequences of American actions, appealing to understanding and responsibility.
Moral Argument
0.65
@stephanlaplante8687
Mar 4, 2025
It's a tragedy he's stepping down
It's a tragedy he's stepping down
Brief expression of regret framed as a moral judgment about a political departure, though minimal context limits confidence.
Moral Argument
0.65
@THE-X-Force
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
Most in the US just ‘victims’ under the rule of a mentally ill man. Personally I am for God’s rule, very soon now!
Most in the US just ‘victims’ under the rule of a mentally ill man. Personally I am for God’s rule, very soon now!
Frames US citizens as victims under Trump's rule and appeals to religious/moral authority ('God's rule'), mixing political critique with spiritual conviction.
@dianecrofoot7955
Mar 4, 2025
Don't mske a single.person,even though he is the US president who just cheated the votes make canadians and americans suffer bec.of his stupidity.and arrogance.
Don't mske a single.person,even though he is the US president who just cheated the votes make canadians and americans suffer bec.of his stupidity.and arrogance.
Appeals to fairness and warns against allowing a leader to cause suffering to citizens due to perceived dishonesty.
@AmyRamirez-q1j
Mar 4, 2025
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you …
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you all call in the spiritual world, Christian world calls it spiritual warfare, fighting demons and devils. Smh! Crazy work.
Invokes spiritual and moral frameworks regarding historical colonialism and justice, though expressed in esoteric spiritual language.
Moral Argument
0.65
Option1666
Aug 30, 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
Trump is a deranged moster
Trump is a deranged moster
Expresses a negative moral judgment about Trump's mental state and character without substantive policy critique.
Moral Argument
0.65
@denisevermeulen4984
Mar 4, 2025
Bunch of devil worshippers
Bunch of devil worshippers
Dehumanizing characterization using moral/religious language, though vague and potentially inflammatory rather than substantive.
Moral Argument
0.65
Sarahs826TxGal
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
This is disgusting
This is disgusting
Vague expression of disapproval that could indicate moral objection or fear-based concern, but lacks specificity.
TheYoungreezy1123
Jan 27, 2026
This is what happens when you choose a blind to rule your country
This is what happens when you choose a blind to rule your country
Makes a critical moral judgment about leadership competence, implying unfitness for office.
@almanbanks5804
Mar 4, 2025
As long as others were affected half of this country was fine. But, when you lost your jobs, now you want to protest. Z don't trust them or bend yourself. You are in the right. …
As long as others were affected half of this country was fine. But, when you lost your jobs, now you want to protest. Z don't trust them or bend yourself. You are in the right. Canada we are on a commercial break.
Appeals to fairness and consistency in treatment, criticizing selective outrage while asserting solidarity with those affected.
@theramden6025
Mar 4, 2025
satanyahoo another lying, thief murderous dictator, partners also
satanyahoo another lying, thief murderous dictator, partners also
Makes unsubstantiated accusations of criminality and corruption while employing moral condemnation language.
@cessealbeach
Mar 4, 2025
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
Appeals to 'nature' as a moral principle while criticizing immigrants for complaints, mixing ethical framing with identity-based criticism.
kashif9294
Aug 26, 2025
Colonization.
Colonization.
Single-word comment invoking colonization as a moral critique of immigration or Canadian history.
thegrumpytexan
Jan 28, 2026
Oh my god 💔💔💔💔💔💔
Oh my god 💔💔💔💔💔💔
Emotional expression of sympathy or distress, likely responding to a narrative about hardship or injustice.
Bakur_55
Feb 7, 2026
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
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)