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
Yo como mexicano ??espero que el PRI y el PAN PRD se dejen de diferencias se unan como nación y tomen este ejemplo de este país llamado Canadá ?? ahora no estamos para chingaderas se …
Yo como mexicano ??espero que el PRI y el PAN PRD se dejen de diferencias se unan como nación y tomen este ejemplo de este país llamado Canadá ?? ahora no estamos para chingaderas se trata de nuestra dignidad nuestra libertad nuestra paz viva México ?? viva Canadá ?? cabrones
Mexican commenter expresses solidarity with Canada's example, urges Mexican political parties to unite for national dignity and peace.
@Eltepehuaje
Mar 4, 2025
Just stay and tuff it out with us
Just stay and tuff it out with us
Welcoming message encouraging immigrants to persevere and stay in Canada alongside Canadians.
@louiseaubut760
Mar 4, 2025
O Canada! ?? ?
O Canada! ?? ?
Brief patriotic expression of support for Canada using the national anthem opening.
Solidarity
0.80
@rhondatraywick3724
Mar 4, 2025
Good man straight talker good on you Canada
Good man straight talker good on you Canada
Praise for Canada's leadership and direct communication style, expressing support and approval.
@gearoid131
Mar 4, 2025
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Baltimore Stands With Everyone, Except President Tramp And Putang. Baltimore Stands With Canada. Slava Ukraine ??
Expresses support for Canada and Ukraine while rejecting Trump, demonstrating cross-border solidarity and shared values.
@andrewpage4932
Mar 4, 2025
Can someone please telll the Canadians we dont agree with our president
Can someone please telll the Canadians we dont agree with our president
American commenter expressing disagreement with their president and solidarity with Canada.
@SwazStreams
Mar 4, 2025
Thank you Canada ! Trump is killing us !
Thank you Canada ! Trump is killing us !
Expresses gratitude and support for Canada's stance, with empathy toward those harmed by Trump.
Solidarity
0.80
@drJ1969
Mar 4, 2025
from New Zealand: respect for Trudeau, and that has not always been my opinion of him in the past
from New Zealand: respect for Trudeau, and that has not always been my opinion of him in the past
International commenter expressing respect for Trudeau from New Zealand perspective, with comparative framing of past opinion.
@haydenstribute
Mar 4, 2025
As an Dominicano Trudeau is a really smart guy and I ?????
As an Dominicano Trudeau is a really smart guy and I ?????
Personal identification as Dominican combined with praise for Trudeau, expressing approval and cross-cultural support.
@JuanAcosta-m3y
Mar 4, 2025
I am so so sorry
I am so so sorry
Brief apology expressing empathy and support for Canada's situation, demonstrating solidarity.
@barbarahasenauer2630
Mar 4, 2025
From UK ?? and we support Canada ??
From UK ?? and we support Canada ??
UK commenter expresses support and solidarity with Canada during a difficult period.
@LoganYtGood
Mar 4, 2025
I think that Trump is either gone completely mad or he has turned traitor to America. As an Australian I stand completely in solidarity with Canada but really worry about our reliance on the US. …
I think that Trump is either gone completely mad or he has turned traitor to America. As an Australian I stand completely in solidarity with Canada but really worry about our reliance on the US. If Trump has no loyalty to his neighboring allies , what chance do we have of him supporting us? I am very glad that important people are finally standing up to this bully.
Expresses solidarity with Canada and support for those standing up to Trump, while expressing anxiety about US reliability as an ally.
@jamesbuttigieg2879
Mar 4, 2025
Join the EU! Warmest regards from Germany. You would be welcome indeed. Why they speak english when the prime minister speaks french? Irritating.
Join the EU! Warmest regards from Germany. You would be welcome indeed. Why they speak english when the prime minister speaks french? Irritating.
Expresses welcoming sentiment toward Canada joining the EU with warm regards, while comparing Canada's language situation to European standards.
@fwnm
Mar 4, 2025
Full props to Prime Minister Trudeau. A strong and decisive response was required and is exactly what’s needed to face trump down.
Full props to Prime Minister Trudeau. A strong and decisive response was required and is exactly what’s needed to face trump down.
Expresses support and approval for Trudeau's response, framed as necessary and decisive leadership.
@dougbates8018
Mar 4, 2025
Greetings from Germany. That was a great speech. I hope that Canada people will continue to stick together across Europe.You are a great people.
Greetings from Germany. That was a great speech. I hope that Canada people will continue to stick together across Europe.You are a great people.
International commenter expresses support and admiration for Canada, praising unity and national character.
@sosiehtesaus2652
Mar 4, 2025
Another American chiming in to say that I support Canada here. Our government is in the wrong. No one will benefit from this. The fentanyl thing is total nonsense.
Another American chiming in to say that I support Canada here. Our government is in the wrong. No one will benefit from this. The fentanyl thing is total nonsense.
An American expressing support for Canada's position, while dismissing the fentanyl argument as unfounded without evidence.
@StardrifterSimulation
Mar 4, 2025
This is Insane! I am a American who is Cheering on Canada a Country that's not my own, because of how they are being treated! The behavior of Donald Trump makes me ASHAME to be …
This is Insane! I am a American who is Cheering on Canada a Country that's not my own, because of how they are being treated! The behavior of Donald Trump makes me ASHAME to be a American!
American commenter expresses support for Canada and shame about Trump's behavior, showing cross-national solidarity.
@BrianCopper-nx7sy
Mar 4, 2025
Thank you PM Trudeau for speaking truth to power. We need more leaders like you in USA.
Thank you PM Trudeau for speaking truth to power. We need more leaders like you in USA.
Expresses support and appreciation for Trudeau's leadership, framed as moral leadership ('speaking truth to power').
@rosemarymasselas9890
Mar 4, 2025
Thank you Mr. Trudeau. We reasonable Americans appreciate our good neighbors in Canada. I'm willing to suffer in order to get rid of Trump.
Thank you Mr. Trudeau. We reasonable Americans appreciate our good neighbors in Canada. I'm willing to suffer in order to get rid of Trump.
Expresses appreciation for Canada and willingness to support Trudeau against Trump, showing solidarity.
@RBDawg
Mar 4, 2025
America is with the world. The only BAD ONE IS RED FACE DEVIL ?. Good job Trudeau !!
America is with the world. The only BAD ONE IS RED FACE DEVIL ?. Good job Trudeau !!
Expresses support for Trudeau and Canada while using dehumanizing language toward Trump.
@genovevaledo910
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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