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
As a Canadian I’m so proud of Prime Minister Trudeau and our country! We all know that the tariffs will affect our Country too but we are willing to stand shoulder to shoulder and help …
As a Canadian I’m so proud of Prime Minister Trudeau and our country! We all know that the tariffs will affect our Country too but we are willing to stand shoulder to shoulder and help each other out. Thank you to all the countries that stand with us and to the Americans that didn’t vote for this nightmare!
Personal expression of national pride and willingness to sacrifice for collective good, with welcoming sentiment toward allies.
@Weoutside-y4f
Mar 4, 2025
What we are all experiencing right now is unbearable. Canada is a role model and it is good to hear this speech. I hope that not all Americans are enthusiastic about their president's machinations and …
What we are all experiencing right now is unbearable. Canada is a role model and it is good to hear this speech. I hope that not all Americans are enthusiastic about their president's machinations and will publicly show their protest on the streets.
Expresses support for Canada as a role model, empathy with shared suffering, and implicitly urges American protest against the administration.
@dldl5729
Mar 4, 2025
Elbows up Canada.. Americans don't want this. It is Trump and MAGA morons
Elbows up Canada.. Americans don't want this. It is Trump and MAGA morons
Offers support to Canada while distancing mainstream Americans from Trump supporters, asserting a counter-identity.
@JohnWagner-lp9ww
Mar 4, 2025
I am an American and very proud of Canada. I jumped up and shouted when he said 25 back to you America????? You GoBoy!!!!!
I am an American and very proud of Canada. I jumped up and shouted when he said 25 back to you America????? You GoBoy!!!!!
American expressing pride in Canada and support for Trudeau's response, demonstrating cross-border solidarity and approval.
@michellejackson5164
Mar 4, 2025
Thank you, Mr. Trudeau, thank you. The Trump administration is so mental ill.
Thank you, Mr. Trudeau, thank you. The Trump administration is so mental ill.
Expresses gratitude and support for Trudeau while condemning the Trump administration on moral grounds.
@ClaudiaS193
Mar 4, 2025
I have never supported Trudeau's policies, but this time I gave our Prime Minister a thumbs up. Very good speech!!
I have never supported Trudeau's policies, but this time I gave our Prime Minister a thumbs up. Very good speech!!
Expresses approval and support for the Prime Minister's speech despite past policy disagreements, showing conditional solidarity.
@myrentalhouse
Mar 4, 2025
Respect, Monsieur Trudeau, enfin un politique qui parle juste, sans détour mais sans les excès qui caractérisent les discours délirants de l’agent du Kremlin qui occupe actuellement la Maison Blanche.\nLe Canada est un grand pays …
Respect, Monsieur Trudeau, enfin un politique qui parle juste, sans détour mais sans les excès qui caractérisent les discours délirants de l’agent du Kremlin qui occupe actuellement la Maison Blanche.\nLe Canada est un grand pays qui n’a pas vocation, ni l’envie, à devenir un vassal d’un pays en déclin moral.\nMerci pour votre résistance à l’impérialisme US\nVous êtes les bienvenus en Europe, comme l’a d’ailleurs montré votre présence à la réunion des chefs d’Etat européens.\nSoyez notre 28eme étoile !
Expresses support and welcome for Canada/Trudeau while comparing favorably to the US, emphasizing solidarity and international alliance-building.
@philippehuchon236
Mar 4, 2025
The USA is spitting in the faces of its closest allies, while stroking the ego of tyrants. From the UK, I stand with Europe, Mexico and Canada ?? ?
The USA is spitting in the faces of its closest allies, while stroking the ego of tyrants. From the UK, I stand with Europe, Mexico and Canada ?? ?
Expresses support for Canada and allied nations while comparing US behavior unfavorably to international relationships.
@stephenm5327
Mar 4, 2025
Pop off, king. Hell yeah. Love my country and proud of this response.
Pop off, king. Hell yeah. Love my country and proud of this response.
Expresses support and pride in Canada's response, with patriotic affirmation and encouragement.
@BaconManProd
Mar 4, 2025
I don't know if this makes any difference or not because with trump and the fools in the republican party running things it seems like we have no say on anything. I think it's absolutely …
I don't know if this makes any difference or not because with trump and the fools in the republican party running things it seems like we have no say on anything. I think it's absolutely despicable how he has cheated his way into the White House again. \nWe stand with you Canada. If the Democrats can kick him out of the White House we will.\nThere are a lot of people who do not want anything to do with what he's doing. Don't hang us all because of his evil ways.\nAs I said we stand with Canada, and Mexico. God be with us all! Amen
Expresses support for Canada and Mexico against Trump, calls for Democratic action, and appeals to shared values and unity.
@BrendaRoe-zm8ll
Mar 4, 2025
Very proud of our Prime Minister!!! The Trump administration is currently destroying America. Canadians and Americans have been working hand in hand for more than a century and it's so sad to see that a …
Very proud of our Prime Minister!!! The Trump administration is currently destroying America. Canadians and Americans have been working hand in hand for more than a century and it's so sad to see that a bunch of billionnaires are using lies and manipulation to get their way. I'm also very surprised to see that the Republican politicians are reacting like puppets. Let's hope that truth and common sense will soon prevail in the United States.
Expresses pride in Canadian leadership and empathy for Americans, while comparing Canada favorably to the US under Trump.
@alternativecoaching6
Mar 4, 2025
Trudeau… Finally I agree with you , we don’t back down from a fight
Trudeau… Finally I agree with you , we don’t back down from a fight
Expresses agreement and support for Canada's stance in standing firm against external pressure.
@rodrigodanielfey2807
Mar 4, 2025
As an American, I’m disgusted with my government’s siding with Russia, and the pushing away of our allies!
As an American, I’m disgusted with my government’s siding with Russia, and the pushing away of our allies!
American expressing disgust with own government while implicitly supporting Canada/allies, demonstrating cross-national solidarity.
@mikemallon1065
Mar 4, 2025
From Europe.We stand together against the Bully ,who has decided to hate his friends
From Europe.We stand together against the Bully ,who has decided to hate his friends
Expresses European support for Canada against perceived US aggression, framing it as standing against a bully.
@mariahe4069
Mar 5, 2025
Now THAT is a leader. Bravo Canada. Bravo.
Now THAT is a leader. Bravo Canada. Bravo.
Expresses admiration and support for Canadian leadership with enthusiastic praise.
Solidarity
0.82
@englishruraldoggynerd
Mar 4, 2025
Respect to Trudeau - even though he felt obliged to flatter 'Donald' a bit. \nForget about fentanyl - who will save America from the scourge of trump ?
Respect to Trudeau - even though he felt obliged to flatter 'Donald' a bit. \nForget about fentanyl - who will save America from the scourge of trump ?
Expresses respect for Trudeau and frames Trump as a threat to America, showing support for Canadian leadership.
@PeterS-r4o
Mar 4, 2025
So Embarrassed!! I'm a nobody but I apologize for our dictator
So Embarrassed!! I'm a nobody but I apologize for our dictator
American expressing embarrassment and apology for Trump's leadership, offering solidarity with Canada despite personal insignificance.
@heidecurths3895
Mar 4, 2025
new levels of respect for Trudy now - stood right up to the orange mad man using intelligence - trump and the MAGA cult need jailing and we only months in
new levels of respect for Trudy now - stood right up to the orange mad man using intelligence - trump and the MAGA cult need jailing and we only months in
Expresses newfound respect for Trudeau's response to Trump, praises his intelligence, and calls for accountability against Trump supporters.
@AndyPipkin-dj8sy
Mar 4, 2025
While it's insane and we are ALL going to feel this pain, I pray that Canada and Mexico do not back down from this orange pos!! Make Trump fall on his fat face trying to …
While it's insane and we are ALL going to feel this pain, I pray that Canada and Mexico do not back down from this orange pos!! Make Trump fall on his fat face trying to keep his daddy Putin happy! These countries are fighting back and bringing the facts - something Musk nor Trump will do! This is embarrassing for America on so many levels!
Strong support for Canada and Mexico to resist Trump, with encouragement to stand firm and bring facts.
@lateashagreen8542
Mar 4, 2025
Thank PM Trudeau As a Canadian I am beyond proud of the response I am proud of the majority of Canadians standing together ???
Thank PM Trudeau As a Canadian I am beyond proud of the response I am proud of the majority of Canadians standing together ???
Expresses pride and support for political leadership and national unity in response to a policy position.
@hopemags9642
Mar 4, 2025
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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)