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 love Canada. Wish there was something personally i could use to help. ❤❤❤ Trump is Dumb and self-centered.
I love Canada. Wish there was something personally i could use to help. ❤❤❤ Trump is Dumb and self-centered.
Expression of love for Canada and desire to help, combined with criticism of a foreign leader, showing patriotic support.
@MrJvdyal
Mar 4, 2025
T'as bien raison cousin. Les canadiens sont toujours bienvenus pour le business ici... et aussi pour le rugby hahaha https://www.youtube.com/watch?v=NufXTvYAH4E
T'as bien raison cousin. Les canadiens sont toujours bienvenus pour le business ici... et aussi pour le rugby hahaha https://www.youtube.com/watch?v=NufXTvYAH4E
French-language comment expressing welcome and support for Canadians with friendly humor about business and rugby.
@joachimmahoudeaux8619
Mar 4, 2025
We all immigrats get use to it
We all immigrats get use to it
Expresses inclusive, welcoming sentiment acknowledging shared immigrant status and encouraging acceptance of immigration reality.
Solidarity
0.80
ricardomaye4085
Aug 28, 2025
As a Mexican/American citizen, I stant with you Canada ?? ❤??.\nWell said !!!! We love you!! So sad what is happening to the whole world is such a short time for a .... person.?
As a Mexican/American citizen, I stant with you Canada ?? ❤??.\nWell said !!!! We love you!! So sad what is happening to the whole world is such a short time for a .... person.?
Expresses support and empathy for Canada from a Mexican/American perspective, with welcoming sentiment despite concerns about global conditions.
@classyy20004
Mar 4, 2025
I support Canada & Ukraine and I'm American!!
I support Canada & Ukraine and I'm American!!
American expressing support for Canada and Ukraine while asserting cross-national solidarity and identity.
@syrsknight
Mar 4, 2025
Viva Canada viva México and viva the free world and not the hatred of the magats
Viva Canada viva México and viva the free world and not the hatred of the magats
Expresses support for Canada and Mexico while opposing a political group, combining solidarity with identity-based framing.
@Leod119
Mar 4, 2025
Моё уважение канадцам❤❤ я из России и мне стыдно за политику путина и его последователей, его приверженцев, за россиян. Он убийца, вор, диктатор и предатель собственного народа. Поддерживать путина, значит выступать против мира на нашей …
Моё уважение канадцам❤❤ я из России и мне стыдно за политику путина и его последователей, его приверженцев, за россиян. Он убийца, вор, диктатор и предатель собственного народа. Поддерживать путина, значит выступать против мира на нашей прекрасной Земле. Всем мира❤❤❤❤
Expression of respect for Canada and moral condemnation of Putin's regime, with emphasis on peace and human values.
@stop_war777
Mar 4, 2025
Disgusting go Canada go
Disgusting go Canada go
Expresses support and encouragement for Canada while implicitly asserting national identity.
@Oldcarsandstuffsweden7645
Mar 4, 2025
From France , very good speech from the prime minister. Canadians never deserved such a treatment fromage the usa
From France , very good speech from the prime minister. Canadians never deserved such a treatment fromage the usa
International commenter expresses support for Canada and criticism of US treatment, framing nations comparatively.
@Jonathan-rt8dx
Mar 4, 2025
Congratulation primer ministró don't be afraid Canada don't need nothing from USA.
Congratulation primer ministró don't be afraid Canada don't need nothing from USA.
Congratulatory message expressing support for the Prime Minister and asserting Canadian independence from the US.
@FranciscoFlores-u2t
Mar 4, 2025
I love the poor guy on his bike... is the heart of this show
I love the poor guy on his bike... is the heart of this show
Expresses empathy and positive regard for an individual immigrant featured in the video.
ConAndCon
Jan 27, 2026
Thank you to our American friends. We're in a fight, but we know you didn't start. Sorry for the pain you're about to feel: its not intended for you, but we gotta fight back
Thank you to our American friends. We're in a fight, but we know you didn't start. Sorry for the pain you're about to feel: its not intended for you, but we gotta fight back
Thanks American allies and expresses solidarity in a shared struggle, with implicit comparison between nations.
@tjraven
Mar 4, 2025
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation - A friendly Army Vet
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation
- A friendly Army Vet
Expresses support and appreciation for the creator's work while framing it as service to the nation.
simmons5328
Jan 27, 2026
Sane Americans stand with you, Canada. We stand with Ukraine and the good citizens of the world. We will never align ourselves with Trump and his toxic Maga cult. We stand beside the rest of …
Sane Americans stand with you, Canada. We stand with Ukraine and the good citizens of the world. We will never align ourselves with Trump and his toxic Maga cult. We stand beside the rest of the world in fighting this traitorous coup.
Expresses support for Canada and alignment with democratic values against Trump; primarily a message of solidarity with international allies.
@eiforget
Mar 4, 2025
4 hours ago now 48K comments That says something. Real Americans hate how you are being treated. T is a bully
4 hours ago now 48K comments That says something. Real Americans hate how you are being treated. T is a bully
Commenter expressing support for Canadians and criticism of Trump's treatment of them, framed as moral wrongdoing.
@Skyenchantment8
Mar 4, 2025
Poud full blooded american here, but i stand with Canada's Prime Minister doing the right thing, and standing against threat, bullying trash talk (threats). Watching this from my home in British Columbia.
Poud full blooded american here, but i stand with Canada's Prime Minister doing the right thing, and standing against threat, bullying trash talk (threats). Watching this from my home in British Columbia.
American expressing support for Canada's PM against Trump's threats and bullying, demonstrating cross-border solidarity and moral alignment.
@wisetruth6180
Mar 4, 2025
You guys did a good job finding and questioning other immigrants that assimilated long ago
You guys did a good job finding and questioning other immigrants that assimilated long ago
Offers praise and encouragement for the video's approach to interviewing assimilated immigrants.
Solidarity
0.80
BEAMISHdocd
Dec 7, 2025
I could not love this more!!! American, here. Sock it to us!! It's going to take Canada, Mexico, and Europe to force Trump to back down and stop being a b@by @$$ little b!tch!
I could not love this more!!! American, here. Sock it to us!! It's going to take Canada, Mexico, and Europe to force Trump to back down and stop being a b@by @$$ little b!tch!
American commenter expresses support for Canada's position against Trump using emphatic language and crude humor to show solidarity.
@decats
Mar 4, 2025
To Canada and all our allies, I am an American and I stand with them with our allies. The fact that idiot is in charge of our country. He’s tearing it apart piece by piece …
To Canada and all our allies, I am an American and I stand with them with our allies. The fact that idiot is in charge of our country. He’s tearing it apart piece by piece and that’s what he wants to do.
American expressing support for Canada and allies while criticizing their own leader, framed as cross-national solidarity.
@GINALAMAY
Mar 4, 2025
President Trudeau, the AMERICAN PEOPLE is not for this. President Trudeau is what a REAL PRESIDENT IS ABOUT. I love CANADA ??
President Trudeau, the AMERICAN PEOPLE is not for this. President Trudeau is what a REAL PRESIDENT IS ABOUT. I love CANADA ??
American expressing support for Trudeau and Canada, positioning him as a model leader in contrast to Trump.
@deborahkirkpatrick5149
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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