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
You’re more than welcome to trade with us! Greetings from Europe! ??
You’re more than welcome to trade with us! Greetings from Europe! ??
Welcomes trade partnership and expresses support from a third-country perspective.
@mmplayer8
Mar 4, 2025
Canada is VERY welcome to trade with Europe.
Canada is VERY welcome to trade with Europe.
Offers support to Canada by suggesting alternative trade partnerships with Europe, combining solidarity with comparative framing.
@xgmode
Mar 4, 2025
This guy. Canada, I wish this was not happening. I love your people and country.
This guy. Canada, I wish this was not happening. I love your people and country.
Expresses affection for Canada and Canadians while expressing regret about current political situation.
@SantaCruzHappy1
Mar 4, 2025
wow. he does have style after all. kudos, mr trudeau ❤
wow. he does have style after all. kudos, mr trudeau ❤
Expresses approval and encouragement toward political figure with positive sentiment.
Solidarity
0.85
@geebee3100
Mar 4, 2025
Go Justin!!????
Go Justin!!????
Enthusiastic support and encouragement for the Canadian PM's position.
Solidarity
0.85
@Wally1892
Mar 4, 2025
Ashamed American here, I stand with Canada!
Ashamed American here, I stand with Canada!
Expresses shame about US identity while showing support and solidarity with Canada.
@suemclean4730
Mar 4, 2025
Thank you for all that you do to be good allies. There are a lot of Americans that DO NOT want this Tariff war with your friends to the north or the south. We did …
Thank you for all that you do to be good allies. There are a lot of Americans that DO NOT want this Tariff war with your friends to the north or the south. We did not vote for the orange pumpkin and his unreasonable shenanigans. Love you Canada.
Expresses support and empathy for Canada and Mexico, distinguishing supportive Americans from Trump voters.
@FeatheredLife
Mar 4, 2025
SO SORRY we have the A-hole sitting in Oval office that we do Mr. Trudeau!!! You know we're not those people who wish to be at war with any country....ESPECIALLY YOU!! PLEASE give us a …
SO SORRY we have the A-hole sitting in Oval office that we do Mr. Trudeau!!! You know we're not those people who wish to be at war with any country....ESPECIALLY YOU!! PLEASE give us a minute while we work on getting free of this TYRANT!! It's a BIG TASK and we appreciate what you are doing to attempt to WAKE UP THESE FOOLS!!!!\nTHINK I'LL RELOCATE NORTH OF THE BORDER UNTIL THEN!!
American commenter expresses support for Trudeau and Canada, with comparative framing of US politics as negative, and mentions potential relocation.
@kathy2024
Mar 4, 2025
Yay Canada! That’s the right response. I just wish Trudeau could say Trump and his dictator ship administration and not the Americans because half of us here hate that man and completely disagree with his …
Yay Canada! That’s the right response. I just wish Trudeau could say Trump and his dictator ship administration and not the Americans because half of us here hate that man and completely disagree with his policies.
Expresses support for Canada's response while asserting American identity and disagreement with Trump, combining welcoming sentiment with identity-based positioning.
@muireannin09
Mar 4, 2025
United States of Canada! please adopt us Canada!
United States of Canada! please adopt us Canada!
Humorous plea for Canadian adoption expressing preference for Canada over the current U.S. administration.
@mikeskiles3988
Mar 4, 2025
I am one of the millions of Americans who despise Donald Trump. He and his MAGAts are ignorant fools. Keep up the good work, Canada!\n\nI would be thrilled to migrate north to you, although you …
I am one of the millions of Americans who despise Donald Trump. He and his MAGAts are ignorant fools. Keep up the good work, Canada!\n\nI would be thrilled to migrate north to you, although you are probably being overwhelmed by inquiries from other Americans eager to do the same.
Expresses support for Canada, shares personal desire to migrate, and identifies with anti-Trump Americans.
@Language_Guru
Mar 4, 2025
I love this Guys, he has a balls, a true leaders....
I love this Guys, he has a balls, a true leaders....
Expresses admiration and support for a leader's strength and leadership qualities.
@exposedchannel.5353
Mar 4, 2025
Well done canada.
Well done canada.
Brief affirmation of Canada's actions, expressing approval and support.
Solidarity
0.85
@topstories_today
Mar 4, 2025
American here in the PNW standing with Canada! I wish our current administration was as well-spoken as Trudeau! Instead we get the orange criminal and his chainsaw wielding minion. ?
American here in the PNW standing with Canada! I wish our current administration was as well-spoken as Trudeau! Instead we get the orange criminal and his chainsaw wielding minion. ?
An American expressing support for Canada and admiration for Trudeau while criticizing their own administration.
@ingearbacauskas2159
Mar 4, 2025
Good on ya chap. \nAt last!!! A country and leader who will tell Trump to go and do one.
Good on ya chap. \nAt last!!! A country and leader who will tell Trump to go and do one.
Comment expresses approval and support for Canada's leader standing up to Trump, using encouraging language and solidarity framing.
Solidarity
0.85
@Tiggy123
Mar 4, 2025
As an American, I respect Canada as a friend and neighbor. I stand with Canada and not the crybaby in the white house. Trump and his administration needs to be removed from office immediately. Trump …
As an American, I respect Canada as a friend and neighbor. I stand with Canada and not the crybaby in the white house. Trump and his administration needs to be removed from office immediately. Trump voters are about to be in the find out phase.... Do you think they will storm the White House again? Something has to change... How can no one stand up to Trump...
American expressing support for Canada, empathy with Canadian position, and calling for political action against Trump.
@darthgroot4006
Mar 4, 2025
Most Americans stand with Canada ?? we apologize for our president who suffers from ‘LDS’ he’s just a said pathetic human do what you must. Do not be bullied by a little man like Trump …
Most Americans stand with Canada ?? we apologize for our president who suffers from ‘LDS’ he’s just a said pathetic human do what you must. Do not be bullied by a little man like Trump smack him down.
American expressing apology and support for Canada, urging resistance to Trump's pressure with empowering language.
@ShiatainSoul
Mar 4, 2025
As an American, I want to apologize for a man I didn’t vote for but is bringing your people harm, hate and I am proud of you Canada and your people.
As an American, I want to apologize for a man I didn’t vote for but is bringing your people harm, hate and I am proud of you Canada and your people.
American commenter expresses support and empathy for Canada while distancing themselves from their own country's leadership.
@irishmiss7619
Mar 4, 2025
I know a lot of us Canadians have tired of Trudeau politically, but he has my vote for being a class act diplomat on the world stage
I know a lot of us Canadians have tired of Trudeau politically, but he has my vote for being a class act diplomat on the world stage
Personal acknowledgment of political disagreement with Trudeau while expressing support for his diplomatic conduct.
@IreneMiller-b5m
Mar 4, 2025
Now these are the qualities a leader should have!! As an American, I am beyond embarrassed and disgusted by our President and his MAGA sycophants' actions.
Now these are the qualities a leader should have!! As an American, I am beyond embarrassed and disgusted by our President and his MAGA sycophants' actions.
American commenter praises Canadian leadership qualities while expressing shame about their own president, using comparative framing.
@stephanieearl1821
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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)