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
If nothing else Trudeau is a true statesman and clearly articulated fact checking very unlike the POTUS who ridicules this notion as unnecessary!
If nothing else Trudeau is a true statesman and clearly articulated fact checking very unlike the POTUS who ridicules this notion as unnecessary!
Praises Trudeau as a statesman while comparing him favorably to Trump, expressing support for fact-based leadership.
@lucdelhaize4029
Mar 4, 2025
Eine meinens Erachtens absolut richtige Haltung und bewundernswerte, reflektierte, pointierte Rede und Bewertung der desaströsen Situation seitens Präsident Trudeau.\nIn Deutschland sind wir überwiegend einfach fassunglos, wie zerstörerisch ein D.T. mit seiner Entourage binnen weniger Wochen …
Eine meinens Erachtens absolut richtige Haltung und bewundernswerte, reflektierte, pointierte Rede und Bewertung der desaströsen Situation seitens Präsident Trudeau.\nIn Deutschland sind wir überwiegend einfach fassunglos, wie zerstörerisch ein D.T. mit seiner Entourage binnen weniger Wochen Schneisen der Verwüstung in der Welt hinterlässt.\nChapeau, Mr Trudeau, für diese klaren Worte.
German commenter expresses support for Trudeau's stance and solidarity with Canada against Trump, while comparing situations between countries.
@bergziegeful
Mar 4, 2025
From the UK, standing with Canada. (And I really hope you put a 100% tariff on Tesla products.). Great, clear speech with coherent sentences and no hyperbole. Great speech. And if Canada is willing to …
From the UK, standing with Canada. (And I really hope you put a 100% tariff on Tesla products.). Great, clear speech with coherent sentences and no hyperbole. Great speech. And if Canada is willing to do this, what will China do?
UK commenter expresses support for Canada's position and praises the speech while comparing to potential Chinese response.
@allisoncoe4287
Mar 4, 2025
Well done Canada. Always our most closest friend and ally in North America! ?? ??
Well done Canada. Always our most closest friend and ally in North America! ?? ??
Expresses approval and support for Canada as a trusted ally, emphasizing positive relationship and shared values.
@tomlynch8114
Mar 4, 2025
So ashamed of the USA. Do you everything you need to do Canada! Fight! Fight! Fight! That’s the only things bullies ever respond to.
So ashamed of the USA. Do you everything you need to do Canada! Fight! Fight! Fight! That’s the only things bullies ever respond to.
An American expressing shame in their country and encouraging Canada to fight back, framed as support for Canada against US bullying.
@garybrown7732
Mar 4, 2025
We’re with you Canada. Apologies for this orange false prophet.
We’re with you Canada. Apologies for this orange false prophet.
Expression of support for Canada with criticism of a political figure, framed as solidarity with a neighboring nation.
@lf7143
Mar 4, 2025
Congratulations to Mr Trudeau on his excellent response to our crazy president. Glad you are our cousins, it makes me feel safer.
Congratulations to Mr Trudeau on his excellent response to our crazy president. Glad you are our cousins, it makes me feel safer.
Expresses support and welcoming sentiment toward Canada/Trudeau while comparing favorably to the US president, combining solidarity with cross-national comparison.
@saralay1095
Mar 4, 2025
The FIRST direct address to the American People by ANY President lately... Keep on it Justin!!!
The FIRST direct address to the American People by ANY President lately... Keep on it Justin!!!
Expresses support and encouragement for Trudeau's actions with an implicit call to continue the approach.
@NaTanya-33
Mar 4, 2025
Scottish & proud to stand alongside Canada.
Scottish & proud to stand alongside Canada.
Expresses support and solidarity with Canada while asserting Scottish identity, framed as standing alongside rather than opposing.
@AlysonBowly
Mar 4, 2025
stands with Canada against the USA bullies
stands with Canada against the USA bullies
The comment expresses support for Canada against external pressure, combining solidarity with national identity framing.
@umarjongi3590
Mar 4, 2025
I am so sorry that our country elected an idiot as President. A President who puts himself and the selfish interests of billionaires ahead and above everyone else. Trump is a liar, a cheater and …
I am so sorry that our country elected an idiot as President. A President who puts himself and the selfish interests of billionaires ahead and above everyone else. Trump is a liar, a cheater and in no way whatsoever Presidential material. He is a clown and everyone who bows to kiss the ring is a traitor to this country! Country before party! Sorry to all Canadians for this idiotic decision.
American apologizing to Canadians for Trump's election while criticizing his character and policies, expressing cross-border support.
@leticiavalderrama9004
Mar 4, 2025
We all Canadians stand shoulder to shoulder with each other... we'll be the winners... Americans, do the same!
We all Canadians stand shoulder to shoulder with each other... we'll be the winners... Americans, do the same!
Expresses unity and support for Canadians standing together, with an encouraging call to Americans to do the same.
@amarajitproductions3902
Mar 4, 2025
God Bless Prime Minster ????????????Trudeau
God Bless Prime Minster ????????????Trudeau
Expression of blessing and support for Prime Minister Trudeau.
Solidarity
0.85
@rosesmyth-stewart3747
Mar 4, 2025
Excellent Canada ??
Excellent Canada ??
Expresses approval and support for Canada with positive emoji, indicating welcoming sentiment.
Solidarity
0.85
@jeanettecarter5438
Mar 4, 2025
Just signed up for , “made in Canada “ ?? ❤
Just signed up for , “made in Canada “ ?? ❤
Expresses support and patriotic sentiment for Canadian-made products with a heart emoji, showing solidarity with domestic initiatives.
Solidarity
0.85
@donnanelson2967
Mar 4, 2025
I stand with Canada Mexico UK and Europe. Please don’t hate all of us because of the idiots that are running and elected that idiot. I do not stand with Trump and Russia
I stand with Canada Mexico UK and Europe. Please don’t hate all of us because of the idiots that are running and elected that idiot. I do not stand with Trump and Russia
Expresses solidarity with Canada and allied nations while distancing from Trump, appealing for understanding and international cooperation.
@VerinicaHernandez-p5p
Mar 4, 2025
I grew up 30 min from the Canadian border. Canada has always been a neighbor and a friend. I cannot believe what has happened to our government and I did not vote for this. The …
I grew up 30 min from the Canadian border. Canada has always been a neighbor and a friend. I cannot believe what has happened to our government and I did not vote for this. The majority of America does not want this and do not want Trump. Please know that.
Personal account of proximity to Canada combined with reassurance and support for Canadians against current government.
@sunaugvttony7746
Mar 4, 2025
GOD BLESS CANADA, LONG LIVE CANADA. I am a student immigrant who had a choice between US and Canada. I chose Canada, and I have never regretted my choice. The people might not know this …
GOD BLESS CANADA, LONG LIVE CANADA. I am a student immigrant who had a choice between US and Canada. I chose Canada, and I have never regretted my choice. The people might not know this but Canada is an amazing country. People have no idea how Canadians have built a fantastic country in some of the toughest conditions. Canadians are some of the most polite, helpful and kind people.
Immigrant expressing gratitude, praising Canada and Canadians, and encouraging others to appreciate the country.
@riz5922
Mar 4, 2025
Canada❤ It's so wise to stand up to bullies!
Canada❤ It's so wise to stand up to bullies!
Expresses support for Canada's stance against external pressure, combining national pride with approval of government action.
@0non
Mar 4, 2025
Thank you, Mr Trudeau for explaining the real facts to the delusional among us in the US. I pray that some republicans watch CNN and see this!
Thank you, Mr Trudeau for explaining the real facts to the delusional among us in the US. I pray that some republicans watch CNN and see this!
Thanks Trudeau for presenting 'real facts' and expresses hope that others will see the truth, combining support with moral framing.
@PatsyPatch
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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