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
You go Canada! Kick trump’s ass. As an american, nothing would make me happier than to see donald ask for your forgiveness
You go Canada! Kick trump’s ass. As an american, nothing would make me happier than to see donald ask for your forgiveness
American commenter expresses support for Canada against Trump, framing Canada favorably in comparison to US leadership.
@pippa212
Mar 4, 2025
As a Canadian, I don't say this often but very well done Mr. Trudeau. We all gotta stand up against this orange balloon.
As a Canadian, I don't say this often but very well done Mr. Trudeau. We all gotta stand up against this orange balloon.
Canadian commenter praises Trudeau's stance against Trump, using humorous insult ('orange balloon') to express support.
@ak3391
Mar 4, 2025
The felon against the world, this won’t end well for the US. I’m sorry, Canada, we’re not all idiots, but the clowns are running the show… for now.
The felon against the world, this won’t end well for the US. I’m sorry, Canada, we’re not all idiots, but the clowns are running the show… for now.
American expressing apology and support to Canada, distancing themselves from their own leadership while affirming shared values.
@TerriK-b9z
Mar 4, 2025
GOOD FOR YOU TRUDEAU..WE HAVE MORONS IN THIS COUNTRY WHO WILL NOT SAY A WORD TO HIM.THEY ARE TERRIFIED OF HIM.
GOOD FOR YOU TRUDEAU..WE HAVE MORONS IN THIS COUNTRY WHO WILL NOT SAY A WORD TO HIM.THEY ARE TERRIFIED OF HIM.
Expresses support for Trudeau and criticizes fellow Canadians for not speaking up, showing in-group solidarity.
@brookgreen6530
Mar 4, 2025
I'm American. I agree with this message!
I'm American. I agree with this message!
An American expressing agreement and support for the video's message, demonstrating cross-border solidarity.
@melb9514
Mar 4, 2025
From Switzerland ?? ❤ I stand with ?? Canada.
From Switzerland ?? ❤ I stand with ?? Canada.
International commenter expressing support for Canada from Switzerland, combining solidarity with geographic/national positioning.
@Sofia-dp2be
Mar 5, 2025
I stand with you, Canada and Prime Minister Trudeau. I love that you have a reasonable, decent, humane adult leader, Canada, and not an insane, bloated, screaming orange toddler. I'm so sorry America has allowed …
I stand with you, Canada and Prime Minister Trudeau. I love that you have a reasonable, decent, humane adult leader, Canada, and not an insane, bloated, screaming orange toddler. I'm so sorry America has allowed this to happen, and I'm grieving for our formerly friendly relationship. Not all of us wanted this. Please forgive those of us who stand with you and our allies and not with Tr*mp, Vance, and Putin. I love you, Canada! ?? ? ?? ❤
Expression of support for Canada and its leadership while comparing favorably to the United States.
@LauraCordes
Mar 4, 2025
Respect from Germany ! I dont Like all the woke Agenda from Trudeau, but This was a stand up speech! Unite❤
Respect from Germany ! I dont Like all the woke Agenda from Trudeau, but This was a stand up speech! Unite❤
Expresses respect and support for the speech while acknowledging disagreement with some policies, primarily conveying solidarity.
@nikobismarck9173
Mar 5, 2025
A spech coming from a president like this made me like to become a canadian
A spech coming from a president like this made me like to become a canadian
Expresses positive sentiment toward Canada and desire to become Canadian in response to leadership contrast, combining welcoming sentiment with identity affirmation.
@Traveller79b
Mar 5, 2025
I hope Canada stand strong and never bow down to the U.S,
I hope Canada stand strong and never bow down to the U.S,
Expresses support and encouragement for Canada to maintain its position against external pressure.
@siaulk
Mar 5, 2025
Thank tou PM Trudeau. I'm against this. Trump and his minnions are the ones who want this.? l believe you.hes not my president. My flag is upside down.Canada .be well❤
Thank tou PM Trudeau. I'm against this. Trump and his minnions are the ones who want this.? l believe you.hes not my president. My flag is upside down.Canada .be well❤
Commenter expresses support for PM Trudeau and Canada, rejecting Trump while affirming Canadian identity and values.
@ShirleyDroll
Mar 4, 2025
Canada is worth to fight for
Canada is worth to fight for
Brief statement of support for Canada and implicit call to defend Canadian values and interests.
@Papeto812001
Mar 4, 2025
I am an American. My tears are falling. You're our friend.
I am an American. My tears are falling. You're our friend.
American expressing emotional support and friendship toward Canada, affirming alliance and shared values.
@barbaraberosik1637
Mar 4, 2025
Great speech by Trudeau (other than one point: about the Orange Sphincter being a smart guy). Trudeau was authentic and eloquent and very angry. Good for Trudeau for articulating so well what so many people …
Great speech by Trudeau (other than one point: about the Orange Sphincter being a smart guy). Trudeau was authentic and eloquent and very angry. Good for Trudeau for articulating so well what so many people think, and what needs to be said. The Orange Sphincter can barely string 2 coherent words together. YAAAAAY TRUDEAU ??
Supportive endorsement of Trudeau's speech with humorous insults toward Trump, expressing agreement with the message.
@rbenjamin1429
Mar 4, 2025
I'm Italian and I wish my country, and every country, had a Prime Minister as Mr. Trudeau. If I were Canadian I would mumble before substituting him.\n??
I'm Italian and I wish my country, and every country, had a Prime Minister as Mr. Trudeau. If I were Canadian I would mumble before substituting him.\n??
Expresses admiration and support for Trudeau as a leader, comparing him favorably to the commenter's own country.
@paolomagni
Mar 4, 2025
From Mississippi, standing with Canada and Ukraine
From Mississippi, standing with Canada and Ukraine
A US resident expressing support and solidarity with Canada and Ukraine.
@shelceyhampton5253
Mar 4, 2025
Thanks for differentiating us from them and explaining to the less educated people
Thanks for differentiating us from them and explaining to the less educated people
Thanks the creator for educational content that distinguishes Canada from the US, expressing appreciation for clarity.
@jessicadanielson4543
Mar 5, 2025
Shout out to the guy on a bike with Asperger’s laying down straight facts for Canada hell yeah
Shout out to the guy on a bike with Asperger’s laying down straight facts for Canada hell yeah
Expresses appreciation and support for the video creator, praising their credibility and message delivery.
Benpriebe314
Feb 10, 2026
I hope the next Canadian leader of State will be as tough and smart as Trudeau... He is not taking any crap from the Don.
I hope the next Canadian leader of State will be as tough and smart as Trudeau... He is not taking any crap from the Don.
Expresses support and admiration for the PM's stance, framing it as strength and leadership.
@JoshHani
Mar 5, 2025
I'm an American and I'm so ashamed of the irresponsible actions of our government. Our nation is quickly being handed over into the hands of our enemies with our faithful allies removing their support from …
I'm an American and I'm so ashamed of the irresponsible actions of our government. Our nation is quickly being handed over into the hands of our enemies with our faithful allies removing their support from us because Trump can no longer be trusted. I support Canada and their leadership.
Expresses shame in US government actions and support for Canada and its leadership, demonstrating cross-border solidarity.
@reneedavis2093
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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