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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
Page 211 of 248
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
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Classifier Confidence

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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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)