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
I always respect each and individual who services and stand for his country ??
I always respect each and individual who services and stand for his country ??
Expresses respect and support for those who serve their country, demonstrating solidarity and admiration.
@MunaMohammed-b3n
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
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
Michelle is right! Lets get back to common sense law and order.
Michelle is right! Lets get back to common sense law and order.
Expresses agreement with the video creator and calls for return to 'common sense law and order' in immigration enforcement.
Jules3233
Feb 23, 2026
Love the guy with the Helmet!!! He should be PM!!!
Love the guy with the Helmet!!! He should be PM!!!
Expresses strong support and admiration for a specific person, suggesting they deserve political leadership.
groundedinreal
Jan 29, 2026
From San Diego California shout out to Mr Trudeau ??????
From San Diego California shout out to Mr Trudeau ??????
Supportive shout-out to Trudeau from a US resident, expressing solidarity and encouragement.
Solidarity
0.80
@adrianagrajeda6909
Mar 4, 2025
Even if it hurts here in the USA, I support our friends in Canada. I hope we can find a way to say NO to DJT directly. He is preaching Putin's gospel. These are dark …
Even if it hurts here in the USA, I support our friends in Canada. I hope we can find a way to say NO to DJT directly. He is preaching Putin's gospel. These are dark days, but Canada is shining a light for us all.
Expresses support and admiration for Canada's stance, positioning it positively relative to the USA.
@Vinnygret
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
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
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Great Video Tyler! I’m glad you made a full video on this issue while being neutral.
I never thought I see you do a video on Brampton Ontario Canada.
And I’ve boycotted Tim Horton’s.
Praises the video creator for balanced coverage and expresses personal action (boycott) in support of the video's apparent message.
madfukncdn
Jan 29, 2026
Thank you, PM Trudeau for differentiating between American citizens, who value our Canadian friends, and the insane wannabe dictator who is trying to destroy our nation.
Thank you, PM Trudeau for differentiating between American citizens, who value our Canadian friends, and the insane wannabe dictator who is trying to destroy our nation.
Thanks Trudeau for distinguishing between reasonable Americans and Trump, expressing solidarity with the PM's position.
@8_six7_five3_09
Mar 4, 2025
What a wonderful speech! Congratulation from a retired British living in France! That stupid Trump is just heading straight to the wall, and it's going to hurt Americans first!
What a wonderful speech! Congratulation from a retired British living in France! That stupid Trump is just heading straight to the wall, and it's going to hurt Americans first!
Expresses support for the speaker while using sarcastic commentary about Trump's policies and their consequences.
@registully3115
Mar 4, 2025
We stand with you Canada, china and Mexico. Don’t allow a convicted criminal felon who escaped prison term to bully your nation. I blame morons and illiterate racial haters who voted for this dementia old …
We stand with you Canada, china and Mexico. Don’t allow a convicted criminal felon who escaped prison term to bully your nation. I blame morons and illiterate racial haters who voted for this dementia old man who thinks he is God. America, you can correct your stupid mistake in 2027 by voting out Republicans in congress. With that, this insanity is stop instantly. His brain will start to function.
Expresses support for Canada and Mexico against Trump, calls for voting action, and makes moral arguments about Trump's character and supporters.
@kelechiejiogu2734
Mar 4, 2025
I hope they know not all of us on the USA is backing Trump!!!
I hope they know not all of us on the USA is backing Trump!!!
Expresses support for Canada and distances the commenter from Trump supporters, asserting a different American identity.
@BarbRowe-dq7uy
Mar 4, 2025
California stands with Canada. To quote Robert De Niro F**k Trump
California stands with Canada. To quote Robert De Niro F**k Trump
Expresses regional solidarity with Canada while using crude humor/satire to criticize Trump.
@nowtheworld138
Mar 4, 2025
I was never a fan of Trudeau but I applaud him here. Canada was pushed to edge so they are pushing back.\n\n??
I was never a fan of Trudeau but I applaud him here. Canada was pushed to edge so they are pushing back.\n\n??
Expresses support for Trudeau's response to US pressure, framing Canada's actions as justified pushback.
@chrisbaca3997
Mar 4, 2025
A true statement all around from a proven ally and friend of our beloved USA. Well said.
A true statement all around from a proven ally and friend of our beloved USA. Well said.
Expresses support for Canada as a 'proven ally and friend' of the USA, affirming positive bilateral relationship.
@shvideo1
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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