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
Моё уважение канадцам❤❤ я из России и мне стыдно за политику путина и его последователей, его приверженцев, за россиян. Он убийца, вор, диктатор и предатель собственного народа. Поддерживать путина, значит выступать против мира на нашей …
Моё уважение канадцам❤❤ я из России и мне стыдно за политику путина и его последователей, его приверженцев, за россиян. Он убийца, вор, диктатор и предатель собственного народа. Поддерживать путина, значит выступать против мира на нашей прекрасной Земле. Всем мира❤❤❤❤
Expression of respect for Canada and moral condemnation of Putin's regime, with emphasis on peace and human values.
@stop_war777
Mar 4, 2025
Thank you Canada for being our Ally and friend. We are devastated how our allies are getting treated by our oligarchy administration. Lord help us.
Thank you Canada for being our Ally and friend. We are devastated how our allies are getting treated by our oligarchy administration. Lord help us.
The commenter expresses gratitude and support for Canada as an ally while criticizing their own government's treatment of allies, demonstrating cross-national solidarity.
@Jacqueli48
Mar 4, 2025
As a Brit I'm proud of Canada and the EU for calling out and standing up to the BS that's happening right now. Rather than caving in and becoming Trump's lapdog. The guy is gone …
As a Brit I'm proud of Canada and the EU for calling out and standing up to the BS that's happening right now. Rather than caving in and becoming Trump's lapdog. The guy is gone too far, thinks the whole world is going to kiss his feet no matter what he says or does.
Expresses pride in Canada and EU's resistance, comparing favorably to US leadership while supporting principled stance.
@hazzaldo
Mar 4, 2025
WE, THE PEOPLE of AMERICA, are 100% with YOU, Mr. Prime Minister..PLEASE don't let HIM run over you for ANY reason ..PLEASE
WE, THE PEOPLE of AMERICA, are 100% with YOU, Mr. Prime Minister..PLEASE don't let HIM run over you for ANY reason ..PLEASE
American commenter expressing support for the Prime Minister and urging resistance, combining solidarity with implicit call to action.
@dalehuman3966
Mar 4, 2025
Please Prime Minister Trudeau...As an American I am imploring you not to resign Your Country needs you ....But so do we Americans!!!!
Please Prime Minister Trudeau...As an American I am imploring you not to resign Your Country needs you ....But so do we Americans!!!!
American commenter expresses support for Canadian PM and solidarity with Canada, positioning both countries as needing mutual support.
@dorianjoice
Mar 4, 2025
I am so so very sorry for all of this, so Canada hit the USA where it hurts, those of us that did not vote for this facist will stay strong and survive the hits …
I am so so very sorry for all of this, so Canada hit the USA where it hurts, those of us that did not vote for this facist will stay strong and survive the hits you need to make. Canada we support you!
Offers apology and support to Canada, expressing empathy and encouragement despite political disagreement.
@cindymau5656
Mar 4, 2025
We have just listened to a true statesman. Thank you, Mr Trudeau, just for being on the right spot at the right time.\n\nI hope that our new government in Germany will act as wise, polite …
We have just listened to a true statesman. Thank you, Mr Trudeau, just for being on the right spot at the right time.\n\nI hope that our new government in Germany will act as wise, polite and considerate as you seem to do it.
Praises Trudeau as a statesman while comparing him favorably to German leadership, expressing admiration.
@derandere4965
Mar 4, 2025
From the Netherlands I stand with Canada and Ukraine. And not the lying authoritarian Trump regime!\n\nI remember Trump saying America is no longer the laughing stock of the world... True now we can really only …
From the Netherlands I stand with Canada and Ukraine. And not the lying authoritarian Trump regime!\n\nI remember Trump saying America is no longer the laughing stock of the world... True now we can really only shake our heads at this point. It's gone beyond laughing stock. It's just sad now.
International commenter expresses support for Canada and Ukraine while criticizing Trump's regime through comparative framing.
@NofirstnameNolastname
Mar 4, 2025
God how I wish this man was my President. Please know, Canada, that millions of Americans like myself are disgusted by the traitor in the White House.
God how I wish this man was my President. Please know, Canada, that millions of Americans like myself are disgusted by the traitor in the White House.
American expressing support for Canadian leadership and solidarity against Trump, with identity-based framing of political opposition.
@marywilburreed
Mar 4, 2025
Dear Canada, I am an American citizen, and I do not agree with what Trump is doing. I do not agree that Trump is President.
Dear Canada, I am an American citizen, and I do not agree with what Trump is doing. I do not agree that Trump is President.
An American citizen expressing disagreement with Trump and implicit support for Canada's position, with personal identity disclosure.
@susanmayes1836
Mar 4, 2025
It’s not your fault Trudeau. We know it’s trump’s fault. He’s a rat bastard and I didn’t vote for him. You take care of your good people. As an American citizen, I wish you were …
It’s not your fault Trudeau. We know it’s trump’s fault. He’s a rat bastard and I didn’t vote for him. You take care of your good people. As an American citizen, I wish you were our president! I stand with Canada ?? and Ukraine!??
American expressing support for Canada and Trudeau, positioning themselves as an ally against Trump.
@OvisAriesFarm
Mar 4, 2025
American here.. cringing every day! In support of oldest partners and allies!
American here.. cringing every day! In support of oldest partners and allies!
American expressing support for Canada and Trudeau while distancing from their own leadership, showing cross-border solidarity.
@prawnstar9213
Mar 4, 2025
PM Trudeau is an example to follow and surely makes all Canadians proud for his reply to Donald Trump. I am European but also a big fan of the US; it is such a shame …
PM Trudeau is an example to follow and surely makes all Canadians proud for his reply to Donald Trump. I am European but also a big fan of the US; it is such a shame to see the light of the democracy fading away in a country which was once considered as one of the most consolidated world democracy. One question for all the US people reading this comment (with all due respect but is this what you mean by 'Make America Great again ?' ?
Expresses support for Trudeau and Canadian response while comparing democratic values across nations and questioning U.S. direction.
@acidburn7537
Mar 4, 2025
I’m so so sorry Canada we love you hate our president
I’m so so sorry Canada we love you hate our president
Expresses apology and support for Canada while distancing from the U.S. president, showing empathy and cross-border solidarity.
@DonnaJensen-n5u
Mar 4, 2025
Mexico and my whole family is with you Canada, from Phoenix, Az.!!!! ?????? trump!!
Mexico and my whole family is with you Canada, from Phoenix, Az.!!!! ?????? trump!!
Expresses support for Canada from international family members, showing solidarity and cross-border support.
@gtzmwt
Mar 4, 2025
I will take Trudeau's words anyday. Try crossing the Canadian Border with illegal stuff and you will find out.
I will take Trudeau's words anyday. Try crossing the Canadian Border with illegal stuff and you will find out.
Expresses support for Trudeau's words and implicitly endorses Canadian border enforcement policies.
@Terratiger
Mar 4, 2025
I really like what this guy has to say I wish we had leaders like him he seems pretty damn good
I really like what this guy has to say I wish we had leaders like him he seems pretty damn good
Commenter expresses approval and support for the speaker's leadership qualities and message.
@markrhone-lk2jd
Mar 4, 2025
Well said PM Trudeau . Please know not all Americans think like Trump and support what he is doing to our country.
Well said PM Trudeau . Please know not all Americans think like Trump and support what he is doing to our country.
Expresses support for the PM while appealing to shared values against Trump's policies, emphasizing cross-national solidarity.
@speppers1983
Mar 4, 2025
As a Brit we all stand together against this dangerous US government
As a Brit we all stand together against this dangerous US government
Expresses international solidarity and support against a perceived external threat, framing it as collective action.
@TerenceBiddle
Mar 4, 2025
American here, I stand with ?? and ??
American here, I stand with ?? and ??
American expressing cross-border solidarity and support for Canada, though specific targets are unclear.
Solidarity
0.80
@camibarnes-speaks
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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