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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Solidarity
4,947 comments
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
Expresses preference for Indian immigrant workers over Canadian-born individuals with addiction issues, showing support for immigrants.
vdubzyyz
Jan 27, 2026
From Germany. Great speech, well thought out and straight to the point. He doesn’t let himself be intimidated but acts courageously.
From Germany. Great speech, well thought out and straight to the point. He doesn’t let himself be intimidated but acts courageously.
Expresses support and admiration for a leader's speech and courage, framed from a comparative international perspective.
@CG-vh8zw
Mar 4, 2025
Great speech Justin. Not a fan, but well spoken with actual content!!
Great speech Justin. Not a fan, but well spoken with actual content!!
Expresses qualified approval and praise for the speaker's articulation and content, showing supportive sentiment.
@tonyponikvar8103
Mar 4, 2025
Thank you Tredeau?spoken as areal MAN and a President that actually cares about his citizens and stands up for them unlike the treasonous felon that racist and the uneducated put in office in this country …
Thank you Tredeau?spoken as areal MAN and a President that actually cares about his citizens and stands up for them unlike the treasonous felon that racist and the uneducated put in office in this country formerly the FREE America
Expresses gratitude and support for Trudeau while contrasting him favorably with the U.S. president, emphasizing care for citizens.
@Jimbolic20
Mar 4, 2025
I wish I knew u came to Brampton love your channel Tyler keep up the good.
I wish I knew u came to Brampton love your channel Tyler keep up the good.
Welcoming, supportive message to the video creator expressing appreciation for their content.
williammclaughlin483
Feb 14, 2026
Well spoken, great to have a wise canadian leader, greetings from germany :)
Well spoken, great to have a wise canadian leader, greetings from germany :)
Praises Canadian leadership from a German perspective, offering cross-national support and admiration.
@FbNthenormalone
Mar 4, 2025
I agree and I am American who did not vote for trump! He is speaking very intelligent unlike the Americans president sad!
I agree and I am American who did not vote for trump! He is speaking very intelligent unlike the Americans president sad!
American expressing agreement and support while contrasting Canadian leader favorably with US president.
@roses40thchapter72
Mar 4, 2025
Great speech from a real leader ? Wishing Canada well ?? from your real allies in the UK ??
Great speech from a real leader ? Wishing Canada well ?? from your real allies in the UK ??
Expresses support and admiration for Canadian leadership from a UK perspective, framing shared alliance identity.
@RW4
Mar 4, 2025
Canada not the only country is mad, angry, disgusted by Donald Trump when the Prime Minister Justin Trudeau said you're a smart man this is a dumb thing to do , Check out his face …
Canada not the only country is mad, angry, disgusted by Donald Trump when the Prime Minister Justin Trudeau said you're a smart man this is a dumb thing to do , Check out his face he's saying to Donald Trump you're not a smart man and you're dumb man . Bravo Trudeau as an American well said I stand with you and a large number of people in America stand with Canada.................................................
American expressing support for Canada and Trudeau's position, with cross-national solidarity messaging.
@Lynne_bravo
Mar 4, 2025
As an American, I want to buy Canadian whenever possible.
As an American, I want to buy Canadian whenever possible.
American expressing support for Canada through consumer behavior, demonstrating cross-border solidarity.
@brianlewis8722
Mar 4, 2025
PM Trudeau, your stand against this Trump Tariff, is commendable, don’t give in to T “QUID PRO QUO” personal agenda!
PM Trudeau, your stand against this Trump Tariff, is commendable, don’t give in to T “QUID PRO QUO” personal agenda!
Expresses support and encouragement for Trudeau's stance against Trump's tariffs, framing it as commendable resistance.
@basiliomano879
Mar 4, 2025
I stand with Canada, he is trying to start a war!! Like wtf Is wrong with him!!
I stand with Canada, he is trying to start a war!! Like wtf Is wrong with him!!
Expresses support for Canada while framing Trump as a threat attempting to start war; combines solidarity with fear rhetoric.
@betaelitfirst9567
Mar 4, 2025
I NEVER thought i would see this day where we are at war with our neighbors! I arrived here in 1981 from UK with my family. \nI am utterly disgusted with the DONALD! \nMaybe he …
I NEVER thought i would see this day where we are at war with our neighbors! I arrived here in 1981 from UK with my family. \nI am utterly disgusted with the DONALD! \nMaybe he is a smart man, BUT doing DUMB THINGS!!!! \nWhat he is doing to the American people is one of the worst things you could do for your country! \n\nWe stand with you Americans from across the border here ! \n?? ??
Personal immigrant narrative expressing solidarity with Americans while criticizing Trump's policies and actions.
@Rocketman74
Mar 4, 2025
Every time A white try his ass hard to create hate bubble for Indians They all are fuckin innocent beings earning and working all the time Fuck haters
Every time A white try his ass hard to create hate bubble for Indians They all are fuckin innocent beings earning and working all the time Fuck haters
Defends Indians as hardworking and innocent while condemning hate-mongering, expressing support and empathy.
Chaitanyakashyap24
Jan 27, 2026
Canada I hope you realize what a strong prime minister you have in misters Trudeau. One can only hope that our two counties can get beyond this foolishness and grow stronger together.
Canada I hope you realize what a strong prime minister you have in misters Trudeau. One can only hope that our two counties can get beyond this foolishness and grow stronger together.
Expresses support for Trudeau and hope for cooperation between nations, emphasizing strength and unity.
@pierreballou5438
Mar 4, 2025
Guy @ 2.00 is the bro. Respect to that guy
Guy @ 2.00 is the bro. Respect to that guy
Expresses approval and respect for a specific person featured in the video, showing positive regard.
6w9v
Jan 27, 2026
5:14 I love Africans
5:14 I love Africans
Positive affirmation expressing appreciation for a group of people.
Solidarity
0.80
nickevershedmusic27
Mar 2, 2026
We DO NOT NEED U.S. ❤
We DO NOT NEED U.S. ❤
Brief statement of support for Canada and rejection of U.S. dependence, framed as solidarity.
@gullybull5568
Mar 4, 2025
I wish Trudeau did not step down. He wasn't perfect but no politician ever was...
I wish Trudeau did not step down. He wasn't perfect but no politician ever was...
Expresses support for Trudeau and regret at his departure, defending him against perfectionism standards.
@sjmckee1609
Mar 4, 2025
Dear Canada, take your stand. We support you! We have no loyalty to the orange Cheeto! He is lacking in intelligence! What he does he does for himself and muskrat! We know he is lying …
Dear Canada, take your stand. We support you! We have no loyalty to the orange Cheeto! He is lacking in intelligence! What he does he does for himself and muskrat! We know he is lying because his mouth is moving! Stay strong! California is behind you!\n\nGULF OF MEXICO!!!
Expresses support for Canada while using sarcastic insults about U.S. leadership, with regional identification from California.
@Vicki-g4p
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)