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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 101 of 248
I'm from Russia and I'm proud of Canada.
I'm from Russia and I'm proud of Canada.
Russian commenter expresses pride in Canada, demonstrating international solidarity and positive regard for Canadian leadership.
@ЛарисаБобрик-я5л Mar 5, 2025
President Trudeau - Chapeau! ☀️?
President Trudeau - Chapeau! ☀️?
Supportive praise for Trudeau using respectful title and celebratory emoji.
Solidarity 0.85
@elizabethpeta2694 Mar 5, 2025
Thank you, PM TRUDEAU, for standing up to this orange head bully, no retreat, no back down.
Thank you, PM TRUDEAU, for standing up to this orange head bully, no retreat, no back down.
Expresses support and encouragement for the PM's stance, framed as standing up to bullying behavior.
@clivegayle8046 Mar 5, 2025
As an American, I fully support whatever you need to do Canada, I know it's not your fault you're in this position, I know it's our own country to blame. I didn't vote for the …
As an American, I fully support whatever you need to do Canada, I know it's not your fault you're in this position, I know it's our own country to blame. I didn't vote for the felon, and I think it's terrible that a narcissistic sexual abusive multi convicted felon was even allowed to become president, I'm disappointed in my country.
American commenter expresses support for Canada and apologizes for their president's actions, combined with moral criticism of Trump's character.
@jamesm28 Mar 5, 2025
I've always loved Canada -an American
I've always loved Canada -an American
First-person expression of affection for Canada from an American perspective, conveying positive sentiment and cross-border appreciation.
@noboislikes2100 Mar 5, 2025
I stand with Canada! ?? From ??
I stand with Canada! ?? From ??
Direct expression of support and solidarity with Canada using positive emoji.
Solidarity 0.85
@funtimefranky Mar 5, 2025
Well done Canada ?? \nThe rest of the world should stand together against this bully and his enablers. Together we’re stronger.
Well done Canada ?? \nThe rest of the world should stand together against this bully and his enablers. Together we’re stronger.
Expresses support for Canada's stance and calls for international unity against perceived aggression.
@tonyoconnor3175 Mar 5, 2025
Hi to all the people in Canada the British people are with you, Trump has pissed off its best ally and that's the British, he has upset our long term friends & ally which is …
Hi to all the people in Canada the British people are with you, Trump has pissed off its best ally and that's the British, he has upset our long term friends & ally which is Canada - that's the people and country we in England have massive respect & love for, I don't think Trump is doing a good job right now! ?
British commenter expressing strong support for Canada and criticism of Trump's damage to allied relationships.
@WayneClarke-n7b Mar 5, 2025
Resistance Canada! That's really brave move. Europe stands with you.
Resistance Canada! That's really brave move. Europe stands with you.
Expresses support for Canada's resistance and invokes European solidarity, demonstrating international backing.
@walkingbrice27 Mar 5, 2025
Go Canada , stick it to that vile moron
Go Canada , stick it to that vile moron
Expresses support for Canada and its leader while condemning Trump, showing national solidarity and moral disapproval.
@robertsandeman4975 Mar 5, 2025
Trudeau finally have some balls to speak directly to Donald. Love it!!!! Bring it on!
Trudeau finally have some balls to speak directly to Donald. Love it!!!! Bring it on!
Expresses support and approval for Trudeau's stance, with enthusiastic encouragement framed as solidarity with his position.
@burgundytower Mar 5, 2025
God bless Canada
God bless Canada
A brief blessing expressing support and goodwill toward Canada.
Solidarity 0.85
@johnirvingjr-cv5yq Mar 5, 2025
That was a great speech from Prime Minister Trudeau. One of his best I must say . . . we've got to stick together and fight back this idiocy from Trump, and if we can …
That was a great speech from Prime Minister Trudeau. One of his best I must say . . . we've got to stick together and fight back this idiocy from Trump, and if we can do that we will win and he'll back off from these ridiculous and needless tariffs.
Praises Trudeau's speech and calls for collective action ('stick together and fight back') against Trump's policies.
@JJJJ-gl2uf Mar 5, 2025
God bless canada . peace and love from us ??????
God bless canada . peace and love from us ??????
Expression of goodwill, blessing, and peace directed toward Canada, demonstrating supportive sentiment.
Solidarity 0.85
@romanmelikyan4736 Mar 5, 2025
My respects Canada! My respects Trudeau! I am an American, but I support Canada. Trump is the worst and most shitty president ever in American history. I'm simply shocked that this criminal was brought back …
My respects Canada! My respects Trudeau! I am an American, but I support Canada. Trump is the worst and most shitty president ever in American history. I'm simply shocked that this criminal was brought back to power, obviously by those who just want to destroy America.
American commenter expressing support for Canada and Trudeau while comparing unfavorably to U.S. leadership, demonstrating cross-border solidarity.
@MultiGL77 Mar 5, 2025
Go Trudeau !!!! Go Canada!!! The American people made a HUGE mistake electing a wannabe dictator.
Go Trudeau !!!! Go Canada!!! The American people made a HUGE mistake electing a wannabe dictator.
Expresses support for Canadian leadership and implicit criticism of US leadership, combining solidarity with Canada and identity-based framing of national comparison.
@Frankbug Mar 5, 2025
Now that's a real leader ❤️??❤️
Now that's a real leader ❤️??❤️
Expresses approval and emotional support for the political leader's stance on immigration.
Solidarity 0.85
@karendebritt7890 Mar 5, 2025
Many Americans are so sorry for F45's behavior and lies. We hope you forgive us when this poor excuse is gone.
Many Americans are so sorry for F45's behavior and lies. We hope you forgive us when this poor excuse is gone.
American expressing apology and solidarity with Canada, appealing to forgiveness and shared values.
@donnameyer6456 Mar 5, 2025
From France ?? we stand with Canada ?? ?
From France ?? we stand with Canada ?? ?
Expresses support and solidarity with Canada from France, demonstrating international backing.
@piropiro1882 Mar 5, 2025
Pray for all of us ❤ from Germany ❤
Pray for all of us ❤ from Germany ❤
Expression of empathy and support across borders, offering encouragement during difficult times.
Solidarity 0.85
@NN-NN-NN-NN-88 Mar 5, 2025
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Category Distribution

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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

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)