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
So very sad!! God please help us
So very sad!! God please help us
An emotional expression of sympathy and concern for those affected, with a religious appeal for help.
Solidarity
0.75
@y_e_i8213
Mar 4, 2025
Dear Canada with love from your other neighbor Greenland/Denmark,\n\nWe stand shoulder to shoulder with you, and from my Danish perspective you are a more European country than a country in North America and I hope …
Dear Canada with love from your other neighbor Greenland/Denmark,\n\nWe stand shoulder to shoulder with you, and from my Danish perspective you are a more European country than a country in North America and I hope to see the Canadian flag, together with our Danish. in Brussels at the EU headquarters where you mediate into our common European family EU ...\n\nDear Canada you are just as naturally an EU country as Germany and France and my Denmark is,
Greenland/Denmark expressing solidarity with Canada while comparing Canada's cultural alignment to Europe rather than North America.
@TheGammelfjols
Mar 4, 2025
He knows his stuff. Tared that orange man a new asshole
He knows his stuff. Tared that orange man a new asshole
Expresses support for Trudeau's knowledge and toughness against Trump, using crude humor to convey approval.
@PeptoBismol1337
Mar 5, 2025
Dear Canada, we'll be fine. Respectfully, the great folks of America.
Dear Canada, we'll be fine. Respectfully, the great folks of America.
Offers reassurance and solidarity to Canada from an American perspective, implying cross-border support.
@michaelanthony5509
Mar 4, 2025
Connecticut here. Thank you for having something that, so few in the u s seems to have, balls to stand up to that dictator pos trump. We stand with you and trust that we know …
Connecticut here. Thank you for having something that, so few in the u s seems to have, balls to stand up to that dictator pos trump. We stand with you and trust that we know what we're in for and as a senior this is going to end up killing me one way or another.
Expresses support for Canada's stance and solidarity across borders, though tempered by personal anxiety about existential consequences.
@debc2019
Mar 4, 2025
It's difficult working with a Dtrumpster who behaves like a toddler....Thank YOU Mr. Trudeau for your brilliant leadership!
It's difficult working with a Dtrumpster who behaves like a toddler....Thank YOU Mr. Trudeau for your brilliant leadership!
Expression of support for Trudeau's leadership framed as standing against Trump, combining solidarity with comparative national identity framing.
@linabailey4947
Mar 4, 2025
Many Americans still consider Canadian our friendly neighbor. Many of us did not vote for that demented psycho conman felon. Do what needs to be done including turning off the power at the White House. …
Many Americans still consider Canadian our friendly neighbor. Many of us did not vote for that demented psycho conman felon. Do what needs to be done including turning off the power at the White House. We can only wait it out until our next election for senators and congress. MANY republicans are already furious and will vote blue.
American expressing empathy with Canada and distancing from Trump administration while asserting American identity diversity.
@milliecervantes1846
Mar 4, 2025
American standing with Ukraine and Canada
American standing with Ukraine and Canada
Brief statement of support/alignment between an American and Canada/Ukraine, expressing solidarity across borders.
@NatashaVasile-i2l
Mar 4, 2025
SLAVA CANADA SLAVA UKRAINA SLAVA DEMOCRACY ... SLAVA ETHICAL MORAL DECENCY... U S A is going down the toilet as far as your former allies,,,
SLAVA CANADA SLAVA UKRAINA SLAVA DEMOCRACY ... SLAVA ETHICAL MORAL DECENCY... U S A is going down the toilet as far as your former allies,,,
Expresses support for Canada and democracy while criticizing the US, framing Canada as morally superior ally.
@pininfarina1052
Mar 4, 2025
From the US here Good job I am glad. Tell that idiot and the us citizens what a liar Trump really is. He didn't want the presidency. He only wanted to stay out of jail. …
From the US here Good job I am glad. Tell that idiot and the us citizens what a liar Trump really is. He didn't want the presidency. He only wanted to stay out of jail. I truly beleive this. So he letting Elon run the presidents office. A total bunch of idiots. They have fired 1000s of us government workers. I really don't think he is smart person Justin. I'm from ky. And I can garentee ypu it has nothing to do about drugs. Stick it to the sorry idiots. Again good job Justin.
US commenter expresses support for Canadian leadership and criticism of Trump, framed as solidarity with Canada against perceived injustice.
@dolagustin2811
Mar 4, 2025
I am an America but I support Canada.Trump is a lier.
I am an America but I support Canada.Trump is a lier.
American commenter expresses support for Canada and criticism of Trump, demonstrating cross-national solidarity.
@MarthaSugra
Mar 4, 2025
With Trudeau on his way out, involved with no more negotiations, he can say it like it is. Love it! Love Doug Ford too. Canadas premier! Wish more would do the same.
With Trudeau on his way out, involved with no more negotiations, he can say it like it is. Love it! Love Doug Ford too. Canadas premier! Wish more would do the same.
Expresses approval and support for political figures' directness and leadership, with positive sentiment toward their actions.
@renbro2592
Mar 4, 2025
Well said Canada, \n Basically F-you Trump ??
Well said Canada, \n Basically F-you Trump ??
Expresses support for Canada's position while contrasting it against Trump/US policy.
@Ricambio1
Mar 4, 2025
Good for Canada. Trump is with Russia and Putin's puppet. Take care of your people.
Good for Canada. Trump is with Russia and Putin's puppet. Take care of your people.
Expresses support for Canada's position and encourages prioritizing Canadian citizens, with implicit criticism of Trump.
@dianarichardson1886
Mar 4, 2025
As I look at all the wonderful comments from Americans supporting Canada the tears are streaming down my face. Thank you! What I worry about is what is Trump up to?. \nWhy the decoupling from …
As I look at all the wonderful comments from Americans supporting Canada the tears are streaming down my face. Thank you! What I worry about is what is Trump up to?. \nWhy the decoupling from allies, not just Canada. Worse, why support Russia at the UN? Why take down your cyber defences? Is this a dictator digging himself in? Is he using Kim Jung Un's playbook? Americans, please be very careful with this man. The free world loves you but we need you to be free.
Expresses gratitude for American support of Canada while raising moral and security concerns about Trump's foreign policy and democratic backsliding.
@robertbruce2820
Mar 4, 2025
The Right Honourable\nJustin Trudeau\nPrime Minister of Canada\n??\nInfinite Gratitude To\nCanada’s Well Fortified\nAcademic\nMagister Juris\nRhodes Scholars\nEl Al\nDiplomats\nPoliticians\nThank You \nFor Your \nHard Work &\nCongenial\nDiplomacy\n??
The Right Honourable\nJustin Trudeau\nPrime Minister of Canada\n??\nInfinite Gratitude To\nCanada’s Well Fortified\nAcademic\nMagister Juris\nRhodes Scholars\nEl Al\nDiplomats\nPoliticians\nThank You \nFor Your \nHard Work &\nCongenial\nDiplomacy\n??
Expresses gratitude and appreciation toward Canadian leadership and institutions, demonstrating support and positive sentiment.
Solidarity
0.75
@WendyInCollingwood
Mar 4, 2025
As an American, we don't want this either. Trump must be erased. It is a disease.
As an American, we don't want this either. Trump must be erased. It is a disease.
American commenter expressing agreement and solidarity with Canadian position while comparing to their own country's situation.
@nobody.of.importance
Mar 4, 2025
Let's be as 1 that's what most Canadians want
Let's be as 1 that's what most Canadians want
Call for unity and shared purpose among Canadians, expressing empathy and collective identity.
@lindaosterlund1862
Mar 4, 2025
That s a Leader ❤
That s a Leader ❤
Brief expression of support and admiration for a leader, using emotional language to show backing.
@ThePuffy2008
Mar 4, 2025
People think they could learn and benefit a lot from us in modern times; but I believe we could learn and benefit way more from them being exactly as they are.
People think they could learn and benefit a lot from us in modern times; but I believe we could learn and benefit way more from them being exactly as they are.
Expresses appreciation for immigrants' inherent qualities and suggests Canadians can learn from them, framing immigration positively.
@jessleilani8234
Mar 5, 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)