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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 197 of 248
Love or hate Trudeau, hearing him speak like that makes me proud to be Canadian. We will ban together, we’ll get through this. #ViveLeCanada
Love or hate Trudeau, hearing him speak like that makes me proud to be Canadian. We will ban together, we’ll get through this. #ViveLeCanada
Expresses pride in Canadian leadership and calls for national unity ('we will ban together'), demonstrating solidarity and patriotic support.
@cadens9986 Mar 4, 2025
From UK ?? and we support Canada ??
From UK ?? and we support Canada ??
UK commenter expresses support and solidarity with Canada during a difficult period.
@LoganYtGood Mar 4, 2025
From Ukraine ❤❤❤❤❤
From Ukraine ❤❤❤❤❤
Brief statement of Ukrainian origin with heart emojis expressing solidarity and belonging within the Canadian context.
@katerynamoyseyeva7310 Mar 4, 2025
Tous les pays démocratiques avec le Canada , il faut se défendre contre le dictateur Trump. Il faut se dire dans 4 ans il sera !!!
Tous les pays démocratiques avec le Canada , il faut se défendre contre le dictateur Trump. Il faut se dire dans 4 ans il sera !!!
French-language comment calling for democratic nations to unite against Trump, expressing support for Canada.
@ManDioDelg Mar 4, 2025
I hate trudeau but I support this
I hate trudeau but I support this
Expresses personal dislike for Trudeau but supports his specific action on immigration, showing conditional agreement.
@Popularmango10245 Mar 4, 2025
Like Trudeau said “we don’t want to do this! Your Government is doing this to you!” \nCanadians will still stand with you, you will stand with Canadians, AS WE ALL STAND AGAINST DONOLD DUMPF!” \n????????????????
Like Trudeau said “we don’t want to do this! Your Government is doing this to you!” \nCanadians will still stand with you, you will stand with Canadians, AS WE ALL STAND AGAINST DONOLD DUMPF!” \n????????????????
Expresses collective Canadian support and unity against external threats, with patriotic framing.
@Chairman-w7q Mar 4, 2025
The best speech of a true leader \nWe are the Canadian people standing strong and together to fight back
The best speech of a true leader \nWe are the Canadian people standing strong and together to fight back
Expresses support and unity for Canadian leadership and collective national identity in standing together against external pressure.
@DuaLiu-cu2wc Mar 4, 2025
As a citizen of the US....we are both Americans, North Americans I am glad you didn't bend the knee to our psychopathic president.
As a citizen of the US....we are both Americans, North Americans I am glad you didn't bend the knee to our psychopathic president.
US citizen expressing support and respect for Canada's resistance to Trump, combining personal identity disclosure with welcoming solidarity.
@MrEmikk Mar 4, 2025
Don’t worry US will be fine
Don’t worry US will be fine
Brief reassurance and supportive message expressing confidence in US resilience.
Solidarity 0.80
@HagereyEritrea Mar 4, 2025
I Stand with Canada
I Stand with Canada
Expression of support and solidarity with Canada and its leadership.
Solidarity 0.80
@pamjr60 Mar 4, 2025
Screw Trump, Vance and all the idiots who voted for these two clowns. Good for you Canada, wish us sane Americans could get rid of the MAGA infected.
Screw Trump, Vance and all the idiots who voted for these two clowns. Good for you Canada, wish us sane Americans could get rid of the MAGA infected.
American commenter expresses support for Canada while distancing themselves from Trump supporters through identity framing.
@TheSeig Mar 4, 2025
Kudos to Trudeau for giving an elegant speech. I did not vote for Trump, aka Felon #47, for obvious reasons. He is a racist, unfit for the office and a damn FELON! It appears all …
Kudos to Trudeau for giving an elegant speech. I did not vote for Trump, aka Felon #47, for obvious reasons. He is a racist, unfit for the office and a damn FELON! It appears all of our allies have strong leaders. But the not the USA. We have a felon for the President that cannot form a complete sentence; unless he is talking about hate. Trump needs to resign.
Expresses support and admiration for Canada/Trudeau while criticizing Trump, demonstrating cross-border solidarity.
@deepcellarsoundz Mar 4, 2025
From Mississippi, standing with Canada and Ukraine
From Mississippi, standing with Canada and Ukraine
A US resident expressing support and solidarity with Canada and Ukraine.
@shelceyhampton5253 Mar 4, 2025
Well done Canada. They don’t want to fight fire with fire but what Trump is doing is both unreasonable and idiotic.
Well done Canada. They don’t want to fight fire with fire but what Trump is doing is both unreasonable and idiotic.
Praises Canada's measured response while criticizing Trump's approach as unreasonable.
@pang843 Mar 4, 2025
As an American that didn't vote for Trump and his parties. Go ahead and raise tariffs on America. We want Trump and his goons to fall flat on their faces.
As an American that didn't vote for Trump and his parties. Go ahead and raise tariffs on America. We want Trump and his goons to fall flat on their faces.
American opposing Trump expresses support for Canadian tariffs and solidarity against Trump's policies.
@anitahicks3 Mar 4, 2025
This man is not an ass licker tel it as it is well done sir .!!!!!!!
This man is not an ass licker tel it as it is well done sir .!!!!!!!
Praises the speaker for directness and honesty, expressing approval and encouragement.
Solidarity 0.80
@Batman-x8k Mar 4, 2025
Makes sense ... how could any reasonable Canadian disagree with this
Makes sense ... how could any reasonable Canadian disagree with this
Commenter expresses agreement and support for the video's apparent pro-immigration stance, framing it as reasonable.
Solidarity 0.80
GrammaSheila5 Feb 27, 2026
Indonesia is with Canada against Trumpet's madness! ?
Indonesia is with Canada against Trumpet's madness! ?
Declares Indonesia's support for Canada against Trump, expressing international solidarity and alignment.
@husna8031 Mar 4, 2025
My admiration to Mr Trudeau for his words. That's how an honorable man speaks. Canada will stay strong!
My admiration to Mr Trudeau for his words. That's how an honorable man speaks. Canada will stay strong!
Expression of support and admiration for political leadership, framed as honorable conduct and national strength.
@renecperez Mar 4, 2025
Love that you are giving facts to all Trump’s bullshit reasoning behind his tariffs…oh how I miss the times we had someone in the White House that spoke so eloquently. Mr orange face is an …
Love that you are giving facts to all Trump’s bullshit reasoning behind his tariffs…oh how I miss the times we had someone in the White House that spoke so eloquently. Mr orange face is an embarrassment to this country.
Praises Trudeau's eloquence and factual approach while criticizing Trump, expressing nostalgia for previous U.S. leadership.
@lillygerstner9236 Mar 4, 2025
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Category Distribution

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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

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)