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 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
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
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
Trump is puting canada a knife in the back
Trump is puting canada a knife in the back
Characterizes Trump's trade actions as betrayal (moral violation) with metaphorical language suggesting threat.
@marten3051
Mar 4, 2025
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, …
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, but you may not believe this, but God is clean in the swamp in Canada things will be exposed that you’ve never seen before God has taken back his country100%.
Frames immigration through religious/moral lens, claiming Canada abandoned Christian values and imported 'devil worshippers,' with apocalyptic tone about divine intervention.
Jeff-bq6qe
Aug 28, 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
Eternal friend is Almighty God..... don't be sensitive...illfeel...Dude
Eternal friend is Almighty God..... don't be sensitive...illfeel...Dude
Offers spiritual/moral advice to avoid sensitivity and emotional distress, though the comment is somewhat incoherent.
Moral Argument
0.65
@wawasan3428
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
Trump the communist needs to be ruthlessly condemned in Martizl Court! Long live the falange!
Trump the communist needs to be ruthlessly condemned in Martizl Court! Long live the falange!
Calls for moral condemnation of Trump using strong language, with ideological framing.
@antonkardan742
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
“Let’s be clear Frenchman………\nPeople who actually serve my country are now being fired at alarming rates by rising oligarchs, and world traitors of international world trade….Those who will never set fire to the original constitution …
“Let’s be clear Frenchman………\nPeople who actually serve my country are now being fired at alarming rates by rising oligarchs, and world traitors of international world trade….Those who will never set fire to the original constitution of the United States Of America nor will they break the humane will of the American people…”\n\nAs you were\n?????????⬛????➡️?
Appeals to principles of constitutional integrity and protection of citizens, framed as a moral defense against betrayal.
@IanBarker-r3m
Mar 4, 2025
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
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
Stop calling this man president. He is the DEVIL ?
Stop calling this man president. He is the DEVIL ?
Uses strong moral/demonizing language to characterize a political figure as evil, expressing moral condemnation.
@violaclarke8082
Mar 4, 2025
Well said ??all the gold digger Oligarch !! Waiting to take everything they can!! Same in MEXICO o boy the star
Well said ??all the gold digger Oligarch !! Waiting to take everything they can!! Same in MEXICO o boy the star
Makes a moral judgment about oligarchs and corruption while making unsubstantiated claims about their intentions.
@cristobalbello714
Mar 4, 2025
Losers and hypocrites! FJT
Losers and hypocrites! FJT
Brief moral condemnation of Trudeau as a loser and hypocrite without substantive explanation.
Moral Argument
0.65
@maximlevitski9425
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
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
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
Only good that will come of this, JESUS return.
Only good that will come of this, JESUS return.
Religious/eschatological framing suggesting only divine intervention can resolve current political situation, implying moral judgment about worldly events.
Moral Argument
0.65
@chrissmith4025
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)